#  @techNmak Mayank Ahuja
Mayank Ahuja posts on X about ai, llm, agentic, if you the most. They currently have [------] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.
### Engagements: [-------] [#](/creator/twitter::1818381581897412608/interactions)
- [--] Week [---------] +360%
- [--] Month [---------] +32%
- [--] Months [---------] +547%
- [--] Year [----------] +1,432%
### Mentions: [--] [#](/creator/twitter::1818381581897412608/posts_active)
- [--] Week [--] +42%
- [--] Month [---] +22%
- [--] Months [---] +190%
- [--] Year [---] +762%
### Followers: [------] [#](/creator/twitter::1818381581897412608/followers)
- [--] Week [------] +6.20%
- [--] Month [------] +14%
- [--] Months [------] +153%
- [--] Year [------] +760%
### CreatorRank: [------] [#](/creator/twitter::1818381581897412608/influencer_rank)
### Social Influence
**Social category influence**
[technology brands](/list/technology-brands) [stocks](/list/stocks) [finance](/list/finance) [social networks](/list/social-networks) [countries](/list/countries) [musicians](/list/musicians) [celebrities](/list/celebrities) [events](/list/events) [automotive brands](/list/automotive-brands) [vc firms](/list/vc-firms)
**Social topic influence**
[ai](/topic/ai) #3488, [llm](/topic/llm) #188, [agentic](/topic/agentic), [if you](/topic/if-you), [build](/topic/build) #319, [$googl](/topic/$googl), [core](/topic/core), [math](/topic/math), [microsoft](/topic/microsoft), [inference](/topic/inference) #271
**Top accounts mentioned or mentioned by**
[@techyoutbe](/creator/undefined) [@systemdesignone](/creator/undefined) [@petarivanovv9](/creator/undefined) [@coderabbitai](/creator/undefined) [@ritikaagrawal08](/creator/undefined) [@copilotkit](/creator/undefined) [@rauljuncov](/creator/undefined) [@denicmarko](/creator/undefined) [@swapnakpanda](/creator/undefined) [@huggingface](/creator/undefined) [@anayatkhan09](/creator/undefined) [@therealzongi](/creator/undefined) [@shefalij](/creator/undefined) [@langchain](/creator/undefined) [@pyautogen](/creator/undefined) [@crewaiinc](/creator/undefined) [@metagpt](/creator/undefined) [@avlaunchpad](/creator/undefined) [@dspyoss](/creator/undefined) [@chipro](/creator/undefined)
**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft) [Monolith (TKN)](/topic/monolith)
### Top Social Posts
Top posts by engagements in the last [--] hours
"@hemant_pandey17 @Meta @salesforce @SAP @Tesla @amazon I know you. I follow you. You are an incredible content creator"
[X Link](https://x.com/techNmak/status/1818917770261623066) 2024-08-01T07:52Z [--] followers, [--] engagements
"@GauravSharan09 That's AI for you. The Future"
[X Link](https://x.com/techNmak/status/1831959712017035362) 2024-09-06T07:36Z [---] followers, [--] engagements
"If you are a software developer you need to know about Redis. Give it a read. 👇 Redis wasn't born in a lab it was born from frustration. 😉 How Back in [----] Salvatore Sanfilippo needed a faster way to analyze website traffic for his startup. Existing databases just couldn't keep up. So he built his own solution = Redis (a super-fast data store that lives in your computer's memory.) It was a game-changer and it's still transforming how we handle data today. 📌 ' . Redis = REmote DIctionary Server initially designed to be a remote data structure server accessible over the network. open-source"
[X Link](https://x.com/techNmak/status/1832165294552576317) 2024-09-06T21:13Z [---] followers, [---] engagements
"Docker Workflow = The general process of using Docker. Give it a read 👇 Docker emerged from dotCloud a Platform-as-a-Service (PaaS) company. It started as an internal project by Solomon Hykes in France aimed at simplifying application deployment. [----] = Docker was first unveiled at PyCon. It quickly gained popularity due to its innovative approach to containerization. Docker was released as open-source in March [----]. - Developer Pain Points = developers struggled with inconsistent application environments across different stages Operational Efficiency Cloud Adoption Alright Let's"
[X Link](https://x.com/techNmak/status/1832768254739394980) 2024-09-08T13:09Z [---] followers, [---] engagements
"Which platform do you use the most ------ For me it's LinkedIn as I'm new here and exploring. Created an account on X and I feel like an alien. 👽 It was a month-long journey to reach [--] followers. ❤ Feel free to connect with me here for software development and system design insights. #socialmedia #letsconnect LinkedIn X LinkedIn X"
[X Link](https://x.com/techNmak/status/1832785638359511321) 2024-09-08T14:18Z [---] followers, [---] engagements
"I want to #connect with people who are interested in: - Software Engineering - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
[X Link](https://x.com/techNmak/status/1833376074308206673) 2024-09-10T05:24Z [---] followers, [----] engagements
"I want to #connect with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
[X Link](https://x.com/techNmak/status/1834103353745301698) 2024-09-12T05:34Z [---] followers, [----] engagements
"How many Leetcode problems do you solve a day #leetcode"
[X Link](https://x.com/techNmak/status/1834307831648137348) 2024-09-12T19:07Z [---] followers, [---] engagements
"I have been using Git for years now and I can share with you my 'GIT' notes (handbook) if you want. All I need in return is - [--]. You follow me [--]. You should type 'Git' in comments so that I can send you the notes. Have a nice day #letsconnect"
[X Link](https://x.com/techNmak/status/1834444149225124182) 2024-09-13T04:09Z [---] followers, [---] engagements
"One of the finest roadmaps I have seen for Senior Software Interviews a guy posted on LeetCode for clearing Uber L5A L5B or Google L5/L6 levels"
[X Link](https://x.com/techNmak/status/1835227345357357185) 2024-09-15T08:01Z [---] followers, [----] engagements
"500+ on X now and 75K+ on LinkedIn = Not bad. Slow growth is still Growth :) Thank you for the support. ----------- I am a Senior Engineer with over 11+ years of experience (75K+ on LinkedIn) and would love to #connect with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
[X Link](https://x.com/techNmak/status/1836001354046902356) 2024-09-17T11:16Z [---] followers, [---] engagements
"Let's understand the difference. 👇 [--]. At the heart of every Central Processing Unit (CPU) lies a core. It's a physical processing unit capable of executing instructions independently. A core contains - Arithmetic Logic Unit (ALU) - Performs arithmetic and logical operations on data. Control Unit (CU) - Fetches instructions from memory and decodes them controlling the flow of data within the core. Registers - Small high-speed storage locations for temporary data manipulation. A CPU can have multiple cores (dual-core quad-core etc.) which significantly enhances its processing power. Each core"
[X Link](https://x.com/techNmak/status/1841441975750504780) 2024-10-02T11:35Z [---] followers, [---] engagements
"REST API 90% GET 10% POST and 0% remembering the others exist. 🤣 #SoftwareDevelopment"
[X Link](https://x.com/techNmak/status/1846568433846038952) 2024-10-16T15:06Z [---] followers, [--] engagements
"As a software developer your career is defined by how well you adapt to change technologies teams and problems all shift over time. #SoftwareDevelopment"
[X Link](https://x.com/techNmak/status/1848416366182683028) 2024-10-21T17:29Z [---] followers, [---] engagements
"Dear Junior Devs Do you ever feel stuck and want to ask a senior dev for help That's awesome But first. Do your homework before asking questions. This shows initiative and helps you absorb your senior's knowledge better. #SoftwareDevelopment"
[X Link](https://x.com/techNmak/status/1852610333103239187) 2024-11-02T07:14Z [---] followers, [---] engagements
"@the_codewala Use Photoshop and sell it"
[X Link](https://x.com/techNmak/status/1856599120548344223) 2024-11-13T07:24Z [---] followers, [--] engagements
"Day One vs. One Year Later First Day: I'll write clean documented code I'll follow all best practices Time to revolutionize the codebase One Year Later: It works dont touch it Well refactor this someday Just ship it well fix it in the next release #SoftwareDevelopment"
[X Link](https://x.com/techNmak/status/1859653546372628531) 2024-11-21T17:42Z [---] followers, [---] engagements
"Let's talk about - Database Transactions Transactions are like relationships =COMMIT or ROLLBACK there's no in-between. 😉 - 1950s - 1970s = Transactions emerged with early mainframe systems to ensure data integrity in batch processing. 1970s = IBM's System R research project significantly advanced transaction concepts. 1980s = The SQL (Structured Query Language) standard formalized transaction concepts. Defined the BEGIN TRANSACTION COMMIT and ROLLBACK commands. 👉 This is how I learned about Transactions for the first time 😉 - Let's imagine a scenario where you're transferring money from"
[X Link](https://x.com/techNmak/status/1860542282065162461) 2024-11-24T04:33Z [---] followers, [---] engagements
"I am a Senior Engineer with over 11+ years of experience (90K+ learners on LinkedIn) and would love to #connect and share my tech expertise with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
[X Link](https://x.com/techNmak/status/1860796973131210987) 2024-11-24T21:25Z [---] followers, [--] engagements
"Why argue just Code. 😬 Source - reddit"
[X Link](https://x.com/techNmak/status/1876001350938755541) 2025-01-05T20:22Z [---] followers, [--] engagements
"Microservices - Key Design Patterns 📌 Pro Tip - Always start with a Monolith. 😊 And as your application grows and specific components become bottlenecks or need independent scalinggradually break them out into microservices. 📌 Do you know Netflix was a pioneer in adopting microservices architecturebreaking down its monolithic application into hundreds of smaller services. This enabled them to scale rapidly and achieve high availability. ---- Consider these patterns if you're adopting a microservices architecture - [--]. API Gateway Pattern Single entry point for clients handling routing"
[X Link](https://x.com/techNmak/status/1879525547203833960) 2025-01-15T13:46Z [----] followers, [----] engagements
"@techyoutbe Sounds like a great deal. Thanks"
[X Link](https://x.com/techNmak/status/1879625729757040808) 2025-01-15T20:24Z [----] followers, [--] engagements
"REST API - Cheat sheet 📌 [--]. Client-Server Separation of concerns clients request servers respond. [--]. Statelessness Each request is self-contained no server-side client context. [--]. Cacheability Responses can be cached for improved performance. [--]. Layered System Components are independent and can be replaced without impacting the system. [--]. Code on Demand (Optional) Servers can extend client functionality. [--]. Uniform Interface Standardized interaction with resources - - Unique URIs (Uniform Resource Identifiers). - Actions on resources are performed through representations. - Use hyperlinks"
[X Link](https://x.com/techNmak/status/1879719126307836386) 2025-01-16T02:35Z [----] followers, [----] engagements
"@techyoutbe Laugh and Block"
[X Link](https://x.com/techNmak/status/1880603538679890127) 2025-01-18T13:09Z [----] followers, [--] engagements
"Microservices Collaboration Patterns. Enjoy"
[X Link](https://x.com/techNmak/status/1880828001660838024) 2025-01-19T04:01Z [----] followers, 44.1K engagements
"Understanding Serverless. Enjoy"
[X Link](https://x.com/techNmak/status/1880939157100589303) 2025-01-19T11:23Z [----] followers, 58.7K engagements
"My Linux Cheat Sheet. Enjoy"
[X Link](https://x.com/techNmak/status/1881036704251080733) 2025-01-19T17:51Z [----] followers, 45.7K engagements
"@techyoutbe Thanks a lot Let's grow together :)"
[X Link](https://x.com/techNmak/status/1881045159951106471) 2025-01-19T18:24Z [----] followers, [--] engagements
"Never underestimate someone putting in the work its only a matter of time. ❤"
[X Link](https://x.com/techNmak/status/1881205152625107001) 2025-01-20T05:00Z [----] followers, [----] engagements
"@techyoutbe Perfect Thanks"
[X Link](https://x.com/techNmak/status/1881223473173004740) 2025-01-20T06:13Z [----] followers, [---] engagements
"My Cheat Sheet on Distributed Systems. Enjoy"
[X Link](https://x.com/techNmak/status/1881299626319560858) 2025-01-20T11:15Z [----] followers, 61.5K engagements
"Give me [--] minutes and I'll explain the to you. I will keep it very simple and straightforward. [--]. You have a remote repository on a server (README. md file exists). Your local machine has no project files yet. [--]. Copies the entire remote repository (README. md) to your local machine. Creates a local repository linked to the remote one. [--]. You create a new file (newfile.txt) in your local working directory. This file is untracked by Git at this point. [--]. . Stages all changes (including the new file) in the working directory. Prepares them to be included in the next commit. [--]. - """
[X Link](https://x.com/techNmak/status/1881535610659405859) 2025-01-21T02:53Z [----] followers, 38.6K engagements
"I have something for you. [--] digital copies each of the books - [--]. Hands-On Microservices with JavaScript [--]. Scalable Application Development with NestJS To participate you have to - - Follow me (you will keep getting more insights and giveaway opportunities) - Comment - I'm in - Repost You can find the book links in the comment section. I will announce the winners tomorrow. Happy Learning"
[X Link](https://x.com/techNmak/status/1881595428262543763) 2025-01-21T06:51Z [----] followers, [----] engagements
"Hands-on microservices with JavaScript https://www.packtpub.com/en-us/product/hands-on-microservices-with-javascript-9781788625401utm_medium=affiliate&utm_campaign=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_term=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_content=B09148 https://www.packtpub.com/en-us/product/hands-on-microservices-with-javascript-9781788625401utm_medium=affiliate&utm_campaign=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_term=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_content=B09148"
[X Link](https://x.com/techNmak/status/1881595699927920738) 2025-01-21T06:52Z [----] followers, [---] engagements
"My Rest API Cheat Sheet. Enjoy"
[X Link](https://x.com/techNmak/status/1881679191403548818) 2025-01-21T12:24Z [----] followers, 67.3K engagements
"My Notes on the Famous Book 'Clean Code'. Enjoy"
[X Link](https://x.com/techNmak/status/1881919516696772864) 2025-01-22T04:19Z [----] followers, 51.4K engagements
"Give me [--] mins and I'll tell you about Microservices - Key Design Patterns. 📌 Pro Tip - Always start with a Modular Monolith. 😊 And as your application grows and specific components become bottlenecks or need independent scalinggradually break them out into microservices. 📌 Do you know Netflix was a pioneer in adopting microservices architecturebreaking down its monolithic application into hundreds of smaller services. This enabled them to scale rapidly and achieve high availability. ---- Consider these patterns if you're adopting a microservices architecture - [--]. API Gateway Pattern"
[X Link](https://x.com/techNmak/status/1881980885701886266) 2025-01-22T08:23Z [----] followers, 22.5K engagements
"@techyoutbe Thanks a lot 😊"
[X Link](https://x.com/techNmak/status/1882052967874142286) 2025-01-22T13:09Z [----] followers, [---] engagements
"My Docker Notes. Enjoy Check the thread for the rest of the images"
[X Link](https://x.com/techNmak/status/1882118104026882069) 2025-01-22T17:28Z [----] followers, 23.9K engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. Database Index Types - [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with"
[X Link](https://x.com/techNmak/status/1882359692078592136) 2025-01-23T09:28Z [----] followers, 29.3K engagements
"From [---] to [----] followers in just [--] days. Thank you for the support. Dm me if you are looking for the advice or support. Let's connect"
[X Link](https://x.com/techNmak/status/1882665499244515698) 2025-01-24T05:43Z [----] followers, [----] engagements
"has come a long way since the early days of jQuery and vanilla JavaScript. While modern frameworks build tools and development practices have reshaped the ecosystem. Among them especially in enterprise applications. I still remember during my early days of work I used to do a lot of web development. Back in [----] when Angular [--] was relatively new I started using it and came across @abampakos's book called Learning Angular [--]. I think it was the first edition. Even though I've moved to different technologies now I can't forget how that book made complex concepts like component-based"
[X Link](https://x.com/techNmak/status/1883009806212141089) 2025-01-25T04:31Z [----] followers, [----] engagements
"@abampakos @Abhishekcur @ATechAjay @denicmarko @webdevluc @hemant_pandey17 @Bharambe2Kiran @gregorojstersek @petarivanovv9 You can find the book here - https://packt.link/73Ya4 https://packt.link/73Ya4"
[X Link](https://x.com/techNmak/status/1883009868434678067) 2025-01-25T04:31Z [----] followers, [---] engagements
"I've seen many posts sharing links for job openings courses and other opportunities. Always take a moment to consider whether you trust the person before clicking on a linkuse your judgment. Don't rush into it. Some people I know have had their accounts blocked or restricted and they believe its because they clicked on questionable links. Be cautious not just here but across all platforms. 👍"
[X Link](https://x.com/techNmak/status/1883059330066575623) 2025-01-25T07:48Z [----] followers, [----] engagements
"What starts with D and ends with K 👇 . . . . . . . . . . . . . . DeepSeek. a Chinese artificial intelligence startup that claims to have developed an advanced model at a fraction of the cost of its US counterparts. 💡"
[X Link](https://x.com/techNmak/status/1883981132989096007) 2025-01-27T20:51Z [----] followers, [---] engagements
"@techyoutbe Loved it. 🔥🔥🔥"
[X Link](https://x.com/techNmak/status/1884141325056106938) 2025-01-28T07:27Z [----] followers, [---] engagements
"Reduce Software Latency. Give it a read. 😊"
[X Link](https://x.com/techNmak/status/1884465517140009403) 2025-01-29T04:56Z [----] followers, 13.7K engagements
"JDs be like -"
[X Link](https://x.com/techNmak/status/1884547981312983392) 2025-01-29T10:23Z [----] followers, [---] engagements
"Memories 🤣"
[X Link](https://x.com/techNmak/status/1884639881030496449) 2025-01-29T16:28Z [----] followers, [----] engagements
"HTTP Status Codes"
[X Link](https://x.com/techNmak/status/1884658909794713913) 2025-01-29T17:44Z [----] followers, [----] engagements
"My Notes from the famous book 'Designing Data-Intensive Applications'. Enjoy"
[X Link](https://x.com/techNmak/status/1884947840423608662) 2025-01-30T12:52Z [----] followers, 54.1K engagements
"Which programming language are you using currently If its not on the list let me know in the comments. Python Java JavaScript C# Python Java JavaScript C#"
[X Link](https://x.com/techNmak/status/1885252817419723116) 2025-01-31T09:04Z [----] followers, [----] engagements
"Authentication Mechanisms - Microservices. Enjoy & don't forget to follow @techNmak. [--]. Simple unique identifiers assigned to each client or service. Sent as a header or query parameter with each request. Best suited for internal services less sensitive APIs or for granting access to specific features. Easy to implement and manage. Not as secure as token-based methods. Keys can be easily leaked or stolen. [--]. Username and password are sent in the Authorization header as base64 encoded string. Simple to implement but requires HTTPS to be secure. Suitable for simple scenarios with low-security"
[X Link](https://x.com/techNmak/status/1887379325261164627) 2025-02-06T05:54Z [----] followers, 36.5K engagements
"After what felt like forever the books Ive been waiting for finally arrived. Cant wait to dig in 🙃😊"
[X Link](https://x.com/techNmak/status/1888170844993507827) 2025-02-08T10:19Z [----] followers, [----] engagements
"If the interviewer said Im here to select you just dont let me down itd take motivation to a whole new level. 😊"
[X Link](https://x.com/techNmak/status/1889608410208907398) 2025-02-12T09:32Z [----] followers, [---] engagements
"The fastest way to grow Learn from those whove already been through the hard parts. The right people make the journey easier. No need to figure everything out alone"
[X Link](https://x.com/techNmak/status/1895409880791658767) 2025-02-28T09:45Z [----] followers, [---] engagements
"If you write code you should read this: Design Patterns. Enjoy and Follow - @techNmak More in the 🧵"
[X Link](https://x.com/techNmak/status/1895697065638089124) 2025-03-01T04:46Z [----] followers, 58.8K engagements
"Good Morning ppl Let's connect and support each other"
[X Link](https://x.com/techNmak/status/1896414426380845462) 2025-03-03T04:16Z [----] followers, [---] engagements
"To learn Git better ditch the GUI and use the command line. Follow @techNmak"
[X Link](https://x.com/techNmak/status/1897520396531814896) 2025-03-06T05:31Z [----] followers, 52.4K engagements
"By [----] the only skill left will be pretending we have skills. 2010: Learn to code or be automated. 2020: Learn data science or be automated. 2023: Learn to prompt or be automated. 2030: Learn to actually were not sure whats left. 💀"
[X Link](https://x.com/techNmak/status/1898926170466656324) 2025-03-10T02:37Z [----] followers, [---] engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. . . . more in the 🧵 Follow - @techNmak"
[X Link](https://x.com/techNmak/status/1901914651136504292) 2025-03-18T08:32Z [----] followers, 23.6K engagements
"Ive lost sleep over things that dont even cross my mind anymore. Spent days stressing over moments that turned out just fine. Its funny how the things that feel so heavy right now might not even matter a year from today. So if youre carrying a lot take a deep breath. Let go of what you can. Most of it wont stay as big as it feels right now. 👍 Image - pinterest"
[X Link](https://x.com/techNmak/status/1903851583303270400) 2025-03-23T16:49Z [----] followers, [---] engagements
"My notes on the famous book - 'Designing Data-Intensive Applications' (DDIA) 💪"
[X Link](https://x.com/techNmak/status/1905099376319430999) 2025-03-27T03:27Z [----] followers, 28.2K engagements
"The universal cycle of developer opinions 1./ This new approach will solve everything 2./ This approach has specific trade-offs 3./ This approach creates its own problems 4./ The old approach wasn't so bad after all"
[X Link](https://x.com/techNmak/status/1905134707354054801) 2025-03-27T05:48Z [----] followers, [---] engagements
"The AI Career Strategy ❌ Not using AI ➟ Career-limiting. ❌ Only using AI ➟ Career-limiting. ✅ Learning to work with AI ➟ Thats how you stay ahead"
[X Link](https://x.com/techNmak/status/1906769352759857227) 2025-03-31T18:03Z [----] followers, [---] engagements
"A friend in marketing told me something that stopped me mid-coffee sip. " ' . ." No agencies. No spreadsheets. No endless email chains. . As I keep exploring new products that leverage AI in different fields I wanted to check this out. . They plugged into Aha -the world's first - and everything changed instantly. ➟Finding the right creatorsAutomated. ➟NegotiationsDone in seconds. ➟Performance trackingOptimized in real-time. Meanwhile traditional teams are still stuck in meetings. 🙂 ➥ You can see it here- The most fascinating part This isn't just about efficiency. The AI is"
[X Link](https://x.com/techNmak/status/1907999765138387159) 2025-04-04T03:32Z [----] followers, [----] engagements
"My Notes from the book - Clean Code Pro Tip - Clean code is a mindset not a checklist. [--]. Leave the code better than you found it. Even small improvements add up over time. [--]. Think Before You Name A well-chosen name can make a world of difference in code readability. Aim for intention-revealing pronounceable and searchable. [--]. Functions = Strive for small single-purpose functions with minimal arguments and clear names. Avoid side effects and aim for one level of abstraction per function. [--]. Comments Should Add Value Don't state the obvious. Instead use comments to explain why something is"
[X Link](https://x.com/techNmak/status/1909283577629384960) 2025-04-07T16:34Z [----] followers, 15.4K engagements
"Docker Workflow Docker emerged from dotCloud a Platform-as-a-Service (PaaS) company. It started as an internal project by Solomon Hykes in France aimed at simplifying application deployment. [----] = Docker was first unveiled at PyCon. It quickly gained popularity due to its innovative approach to containerization. Docker was released as open-source in March [----]. - Developer Pain Points = developers struggled with inconsistent application environments across different stages Operational Efficiency Cloud Adoption Alright Let's understand the - [--]. Develop Write your application code. 2."
[X Link](https://x.com/techNmak/status/1909805941425422603) 2025-04-09T03:09Z [----] followers, 18.5K engagements
"@swapnakpanda Thanks Swapna. @coderabbitai is indeed genuinely amazing"
[X Link](https://x.com/techNmak/status/1910217803711345012) 2025-04-10T06:26Z [----] followers, [---] engagements
"Code Review Tips Don't forget to follow - @techNmak"
[X Link](https://x.com/techNmak/status/1910949927565345060) 2025-04-12T06:55Z [----] followers, 15.1K engagements
"Understanding Serverless. Enjoy Follow @techNmak for more"
[X Link](https://x.com/techNmak/status/1911022767828279450) 2025-04-12T11:45Z [----] followers, 34.4K engagements
"Stateless Service Design. Enjoy Follow - @techNmak"
[X Link](https://x.com/techNmak/status/1911361130452357597) 2025-04-13T10:09Z [----] followers, 23.5K engagements
"Understanding OAuth [---] - Enjoy OAuth [---] stands for Open Authorization [---] It is an authorization framework not an authentication protocol. Purpose - Allows third-party applications to access user resources without exposing user credentials Key Roles in OAuth [---] Resource Owner - The user who owns the protected resources Client - The application requesting access to protected resources Resource Server - The server hosting the protected resources Authorization Server - The server issuing access tokens after user consent Standard OAuth Flow (Authorization Code) [--]. Client redirects user to"
[X Link](https://x.com/techNmak/status/1911792456766533917) 2025-04-14T14:43Z [----] followers, 32.7K engagements
"How Git Works (1/8)"
[X Link](https://x.com/techNmak/status/1912277057419256312) 2025-04-15T22:49Z [----] followers, 84.9K engagements
"Git Commands every developer must know"
[X Link](https://x.com/techNmak/status/1912757075454624139) 2025-04-17T06:36Z [----] followers, [----] engagements
"@techyoutbe Great comparison well put"
[X Link](https://x.com/techNmak/status/1913107388225536128) 2025-04-18T05:48Z [----] followers, [---] engagements
"Software Development Best Practices Follow @techNmak"
[X Link](https://x.com/techNmak/status/1913146596662841555) 2025-04-18T08:24Z [----] followers, 162.6K engagements
"Write-Ahead Logging (WAL) WAL ensures data integrity by writing changes to a log before applying them to the main database. When systems crash they recover by replaying the log. ➟ Log first modify later. ♞ Log contains operation type affected data old/new values Ensures atomicity through careful write ordering Example:timestamp INSERT INTO users VALUES (123'Alice') ♞ Divides log into manageable chunks Allows archiving/deletion of older segments Reduces recovery time ♞ In-memory buffering with strategic flushing Group commits for higher throughput Carefulfsync()usage for durability ♞ "
[X Link](https://x.com/techNmak/status/1915633026190426398) 2025-04-25T05:04Z [----] followers, [---] engagements
"Write-Ahead Logging (WAL) WAL ensures data integrity by recording changes to a log applying them to the main database. If a system crashes it can recover by the log to restore a consistent state. ➟ Log first apply later. ♞ Log entries typically include enough detail to or operations such as operation type affected data old/new values transaction IDs and log sequence numbers (LSNs) Atomicity is achieved by careful log sequencing and durable writes Example - timestamptxn_idLSN INSERT INTO users VALUES (123 'Alice') ♞ Break the log into fixed-size segments for easier management Enables"
[X Link](https://x.com/techNmak/status/1915639552720413135) 2025-04-25T05:30Z [----] followers, 22.8K engagements
"AI Agent Design Patterns Follow - @techNmak"
[X Link](https://x.com/techNmak/status/1916122196977619020) 2025-04-26T13:28Z [----] followers, 35.2K engagements
"LLM = Smart but works only with what it remembers from training. RAG = Smart + can look things up to be more informed and up-to-date. Agent = Smart + can decide what to do next to achieve a goal using tools memory or plans"
[X Link](https://x.com/techNmak/status/1916869176431448090) 2025-04-28T14:56Z [----] followers, 75.9K engagements
"Let's understand DOCKER Follow the 🧵"
[X Link](https://x.com/techNmak/status/1917207010229080213) 2025-04-29T13:19Z [----] followers, 111.6K engagements
"GIT Cheatsheet. Enjoy Follow @techNmak"
[X Link](https://x.com/techNmak/status/1918304647208636611) 2025-05-02T14:00Z [----] followers, 82K engagements
"Partitioning vs Sharding Follow @techNmak"
[X Link](https://x.com/techNmak/status/1918895825310089634) 2025-05-04T05:09Z [----] followers, 80.9K engagements
"Could AI agents finally stop making things up might be the answer. (It's 100% open-source) Imagine being able to build customer-facing AI that stays on message without sounding like it's reading from a script. That's what Parlant is tackling ➟ the core problem that every conversational AI developer knows too well. Most solutions force you to choose between wooden predictable bots or natural-sounding agents that occasionally go rogue with customers. Parlant found another way. It uses what they call "atomic guidelines" - essentially context-specific rules that tell the AI when to do what. What"
[X Link](https://x.com/techNmak/status/1920017032583462951) 2025-05-07T07:25Z [----] followers, 47.9K engagements
"MongoDB is primarily written in C++ but utilizes JavaScript for its shell and Python for some tools and drivers. 📌 Let's understand - MongoDB ✰ At its core MongoDB = NoSQL document-oriented database. ✰ Traditional relational databases = store data in tables and rows But ✰ MongoDB = 'internally' = stores data in a binary format called BSON (Binary JSON). ✰ BSON is a superset of JSON. ✰ It can represent everything JSON can plus additional data types like dates and binary data. ✰ BSON is more compact than JSON reducing storage space and improving performance. ✰ This structure allows for a more"
[X Link](https://x.com/techNmak/status/1920473767614054787) 2025-05-08T13:40Z [----] followers, 23.3K engagements
"Nobody remembers a fast app but theyll never forget a slow one. 😬 Follow @techNmak"
[X Link](https://x.com/techNmak/status/1920769925062205665) 2025-05-09T09:16Z [----] followers, 41.1K engagements
"🚨🚨🚨 The web development landscape continues to evolve rapidly yet certain resources remain consistently valuable. Thinking back to how we've moved from jQuery to today's component architectures reminds me how far we've come. Months after my initial review I find myself still referencing @maxedapps's React book regularly. Its practical approach makes it even more valuable to me now than when I first reviewed it. My journey with React began around 2017-2018 when I was reluctant to switch to it (being invested in Angular at the time). That perspective gives me a deeper appreciation for how"
[X Link](https://x.com/techNmak/status/1921184733301502346) 2025-05-10T12:45Z [----] followers, 12.8K engagements
"Understanding Serverless. Enjoy Follow @techNmak for more"
[X Link](https://x.com/techNmak/status/1921368944314581153) 2025-05-11T00:57Z [----] followers, 35.3K engagements
"Database Index Types Pro Tip - Don't Index Everything. More indexes better performance. Each index adds overhead for data modifications (inserts updates deletes). Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with pointers to data"
[X Link](https://x.com/techNmak/status/1921663994110079092) 2025-05-11T20:29Z [----] followers, [----] engagements
"🚨🚨🚨This is a perfect opportunity for anyone interested in C# and .NET. Ive learned a lot from @markjprice's books over the years - theyve always been practical and easy to follow. Right now theres a Humble Bundle with a whole collection of his books (and more) at a great price. Charity alert : Part of what you pay goes to . If youre looking to level up your .NET skills or just want some quality tech reads Id definitely recommend checking it out. Link is in the comments. If youre a serious learner grab the opportunity"
[X Link](https://x.com/techNmak/status/1921937785235099878) 2025-05-12T14:37Z [----] followers, [----] engagements
"AI Agent Design Patterns. Follow @techNmak"
[X Link](https://x.com/techNmak/status/1922711101839417613) 2025-05-14T17:50Z [----] followers, 58.2K engagements
"Learn these to level up your skills. 👇 Every backend system needs a way to handle requests and perform tasks. The way you choose to do this is called an execution pattern. It's a fundamental architectural decision that significantly impacts your app's performance and scalability. 📌 Here are the big three you need to know - [--]. Thread-per-Request Each incoming request gets its own thread. That thread does everything for that request - reads data processes it sends the response. + Good for simple apps or when you need strong isolation between requests (so one crash doesn't bring down the"
[X Link](https://x.com/techNmak/status/1924013967153955102) 2025-05-18T08:07Z [----] followers, 13.6K engagements
"Understanding REDIS Cache Follow @techNmak for more"
[X Link](https://x.com/techNmak/status/1924065894734401682) 2025-05-18T11:33Z [----] followers, 40.4K engagements
"Working with APIs Docs - Just make a simple GET request. Reality - You'll need [--] headers and [--] tokens and [--] days to get that information from the API team. #SoftwareDevelopment"
[X Link](https://x.com/techNmak/status/1925231123572932933) 2025-05-21T16:44Z [----] followers, [---] engagements
"@techyoutbe This is promising Thanks for sharing"
[X Link](https://x.com/techNmak/status/1925252519103799446) 2025-05-21T18:09Z [----] followers, [---] engagements
"LLM Course Course Link - https://huggingface.co/learn/llm-course/chapter1/1 https://huggingface.co/learn/llm-course/chapter1/1"
[X Link](https://x.com/techNmak/status/1926577070634635628) 2025-05-25T09:52Z [----] followers, [---] engagements
"MCP Course Course Link - https://huggingface.co/learn/mcp-course/unit0/introduction https://huggingface.co/learn/mcp-course/unit0/introduction"
[X Link](https://x.com/techNmak/status/1926577097117511758) 2025-05-25T09:52Z [----] followers, [---] engagements
"Agents Course Course Link - https://huggingface.co/learn/agents-course/unit0/introduction https://huggingface.co/learn/agents-course/unit0/introduction"
[X Link](https://x.com/techNmak/status/1926581091659297106) 2025-05-25T10:08Z [----] followers, [---] engagements
"Deep RL Course Course Link - https://huggingface.co/learn/deep-rl-course/unit0/introduction https://huggingface.co/learn/deep-rl-course/unit0/introduction"
[X Link](https://x.com/techNmak/status/1926581319162548545) 2025-05-25T10:09Z [----] followers, [---] engagements
"Computer Vision Course Course Link - https://huggingface.co/learn/computer-vision-course/unit0/welcome/welcome https://huggingface.co/learn/computer-vision-course/unit0/welcome/welcome"
[X Link](https://x.com/techNmak/status/1926581323608567925) 2025-05-25T10:09Z [----] followers, [---] engagements
"Audio Course Course Link - https://huggingface.co/learn/audio-course/chapter0/introduction https://huggingface.co/learn/audio-course/chapter0/introduction"
[X Link](https://x.com/techNmak/status/1926581559529808017) 2025-05-25T10:10Z [----] followers, [---] engagements
"ML for Games Course Course Link - https://huggingface.co/learn/ml-games-course/unit0/introduction https://huggingface.co/learn/ml-games-course/unit0/introduction"
[X Link](https://x.com/techNmak/status/1926581565150134660) 2025-05-25T10:10Z [----] followers, [---] engagements
"Diffusion Models Course Course Link - https://huggingface.co/learn/diffusion-course/unit0/1 https://huggingface.co/learn/diffusion-course/unit0/1"
[X Link](https://x.com/techNmak/status/1926581569881256104) 2025-05-25T10:10Z [----] followers, [---] engagements
"ML for 3D Course Course Link - https://huggingface.co/learn/ml-for-3d-course/unit0/introduction https://huggingface.co/learn/ml-for-3d-course/unit0/introduction"
[X Link](https://x.com/techNmak/status/1926581801725682162) 2025-05-25T10:11Z [----] followers, [--] engagements
"@ycombinator @EmergentLabsHQ @mukundjha @madhavjha @EmergentLabsHQ approach could also foster more innovation by lowering barriers and enabling more people to bring their ideas to life quickly. Congratulations on the launch"
[X Link](https://x.com/techNmak/status/1927423171633823749) 2025-05-27T17:54Z [----] followers, [---] engagements
"LLM = Smart but works only with what it remembers from training. RAG = Smart + can look things up to be more informed and up-to-date. Agent = Smart + can decide what to do next to achieve a goal using tools memory or plans"
[X Link](https://x.com/techNmak/status/1927968740085256201) 2025-05-29T06:02Z [----] followers, 89.4K engagements
"In the last [--] months [----] of you chose to hit that follow button. I didnt expect this kind of support and Im truly grateful for each one of you. If youre into tech AI software development or just love learning and building Id love to have you here. Thank you :) @Shefali__J @swapnakpanda @denicmarko @RitikaAgrawal08 @vivek_naskar @petarivanovv9 @systemdesignone @RaulJuncoV @Abhishekcur @Dhanush_Nehru @_jaydeepkarale @Sumanth_077"
[X Link](https://x.com/techNmak/status/1929065792319943059) 2025-06-01T06:41Z [----] followers, [----] engagements
"AI Agent Design Patterns enjoy Please support and follow: @techNmak"
[X Link](https://x.com/techNmak/status/1929225561810800854) 2025-06-01T17:16Z [----] followers, 39.8K engagements
"Still paying $$$ for dev work I just shipped an app for the price of coffee. Typed a prompt. Got a fully functional Data Structure Visualization Tool ➞ live with auth database analytics and REST API. No code. No integrations. No API keys. No setup screens. Heres what blew my mind: ✩ Everythings built-in. No external services to connect no hidden steps. ✩ Frontend backend deployment ➞ done in minutes. ✩ Want analytics user auth or file storage Already there. ✩ Need automation Zapier webhooks and thousands of integrations ➞ just a click away. Describe your idea ➞ watch Base44 generate the"
[X Link](https://x.com/techNmak/status/1929810396367507720) 2025-06-03T08:00Z [----] followers, 44.2K engagements
"Weve taught agents to use tools (thanks MCP). Weve let them talk to each other (enter A2A). But what about talking to us Thats where AG-UI comes in finally making it simple for agents and users to interact live in any app. Meet AG-UI (Agent-User Interaction Protocol) from @CopilotKit (AG-UI) - the open lightweight protocol that standardizes communication between AI agents and frontend apps. AG-UI streams a unified sequence of structured JSON events (messages tool calls state updates and more) over standard HTTP with Server-Sent Events (SSE) or optionally via binary channels. It's"
[X Link](https://x.com/techNmak/status/1930141937937383903) 2025-06-04T05:57Z 12.2K followers, [----] engagements
"The new standard for connecting AI Agents and User Interfaces :) Check out the AG-UI GitHub: https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
[X Link](https://x.com/techNmak/status/1930142067717513362) 2025-06-04T05:58Z 12.3K followers, [---] engagements
"@techyoutbe @headai_io This looks promising 🤗"
[X Link](https://x.com/techNmak/status/1930283765080658182) 2025-06-04T15:21Z [----] followers, [---] engagements
"Microservices are great for building flexible and scalable systems but they also bring the challenge of getting those independent services to work together smoothly. Collaboration patterns are the key to making this happen. [--]. = Keeping Things Consistent You're booking a flight and a hotel. You want BOTH to be confirmed or NONE at all. Sagas handle this. Break down a big task into smaller steps each handled by a different microservice. If one step fails the others 'undo' their changes. = Two Flavors : Choreography - Services chat via events ('Flight booked' 'Hotel booked' 'Oops flight"
[X Link](https://x.com/techNmak/status/1930502255322509323) 2025-06-05T05:49Z [----] followers, 25.4K engagements
"@MarkusOdenthal Go with Typescript"
[X Link](https://x.com/techNmak/status/1931566690040455354) 2025-06-08T04:19Z [----] followers, [--] engagements
"When I started coding I used to think the best devs were the ones who had all the answers. The ones who could name every method shortcut tool from memory. Id watch tutorials read docs and still feel like I was miles behind. But then I worked with this one dev on a project not the loudest not the fastest just calm. Every time something broke he didnt panic. Hed quietly walk through the problem ask simple questions and somehow always figure it out. I once asked How do you know so much He said: I dont. I just really understand the basics. Once you get that you can figure most things out. That"
[X Link](https://x.com/techNmak/status/1932071703771021355) 2025-06-09T13:46Z [----] followers, [----] engagements
"I'll explain the to you and introduce you to an amazing tool. I will keep it very simple and straightforward. [--]. You have a remote repository on a server (File exists). Your local machine has no project files yet. [--]. Copies the entire remote repository (File ) to your local machine. Creates a local repository linked to the remote one. [--]. You create a new file (File ) in your local working directory. This file is untracked by Git at this point. [--]. . Stages all changes (including the new file ) in the working directory. Prepares them to be included in the next commit. [--]. - "" Takes a"
[X Link](https://x.com/techNmak/status/1932671198954991716) 2025-06-11T05:28Z [----] followers, 33.2K engagements
"@techyoutbe Sounds promising Thanks for sharing"
[X Link](https://x.com/techNmak/status/1932823710970614022) 2025-06-11T15:34Z [----] followers, [---] engagements
"If you like engineering you should read this before touching distributed systems. (Hard truths of Distributed Systems) 1./ No matter how perfect your code or infrastructure parts of your system will fail. Machines die networks glitch clocks drift and bugs survive staging. 👉 Design for failure first and success second. Assume every network call might fail every service might become unreachable and every disk might corrupt. 2./ We often say eventual consistency like its a magic fix. But in practice its a sliding scale: how eventual is too eventual Seconds Minutes 👉 Real-world systems must"
[X Link](https://x.com/techNmak/status/1933380030530245105) 2025-06-13T04:24Z [----] followers, 40.4K engagements
"I've been using for years now and I absolutely love it. Let me explain the message/event flow in simple terms. Give it a read. 👇 .😉 LinkedIn engineers = faced difficulties in tracking website metrics activity streams and other operational data. A team of engineers = led by @jaykreps @nehanarkhede and @junrao started developing a distributed publish-subscribe messaging system that could handle high-throughput low-latency data streams. This system eventually became Apache Kafka. It was open sourced in early [----]. The name 'Kafka' was chosen by Jay Kreps. He named the system after the"
[X Link](https://x.com/techNmak/status/1935956544769646722) 2025-06-20T07:03Z [----] followers, 49.9K engagements
"Weve solved tool access with MCP. Weve unlocked agent collaboration with A2A. But agents were still locked away trapped in the backend invisible to users. -. AG-UI is the open protocol that brings agents into the interface -. ✅ : 16+ event types (messages tool calls state updates user prompts and more) ✅ -: Streams over HTTP (SSE) WebSocket or webhooks no polling no glue code ✅ : UI and agent stay perfectly in sync ✅ : Swap backends or UIs freely AG-UI sits cleanly in the middle ✅ -: Works with LangGraph CrewAI Mastra AG2 and more Why does this matter @CopilotKit (AG-UI) : MCP for tools A2A"
[X Link](https://x.com/techNmak/status/1936160679280750984) 2025-06-20T20:34Z 12.3K followers, [----] engagements
"The future of agentic apps is interactive real-time and user-first. Support open source and star the repo - https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
[X Link](https://x.com/techNmak/status/1936160685253415071) 2025-06-20T20:34Z 12.3K followers, [---] engagements
"As I said developers are already loving it. Released less than a month ago AG-UI is gaining serious traction. It has already crossed [---] and is being used by . GitHub Link - https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
[X Link](https://x.com/techNmak/status/1936160689791651990) 2025-06-20T20:34Z 12.2K followers, [---] engagements
"Creational Design Patterns = to manage object creation and dependencies - Don't overengineer = only use patterns when they provide a clear benefit. Patterns are tools not rules. 😉 Keep it Simple. 📌 - [--]. Singleton Pattern Ensure a class has only one instance and provide a global point of access to it. Use it - When you need exactly one instance of a class = logger configuration manager thread pool etc. When the sole instance needs to be globally accessible throughout the application. ⚠ Use sparingly to avoid global state issues. Makes testing difficult. May be considered an anti-pattern in"
[X Link](https://x.com/techNmak/status/1937034626830389511) 2025-06-23T06:26Z [----] followers, [----] engagements
"AI Agent Design Patterns AI agents are becoming increasingly sophisticated capable of performing complex tasks autonomously. The most powerful AI systems combine multiple patterns : - A system might start withplanningto structure a complex task - Usetool useto gather information from external sources - Applyreflectionto evaluate and refine its approach - ImplementReActcycles to ground reasoning in real-world feedback - Leveragemulti-agent collaborationwhen specialized expertise is needed These design patterns are implemented on top of several core capabilities : - Memory systems - For"
[X Link](https://x.com/techNmak/status/1937382697485369546) 2025-06-24T05:30Z [----] followers, [----] engagements
"@swapnakpanda Great book"
[X Link](https://x.com/techNmak/status/1937933793660441067) 2025-06-25T17:59Z [----] followers, [---] engagements
"If you write code you should read this 👇 My notes from the famous book - Clean Code Pro Tip - Clean code is a mindset not a checklist. [--]. Leave the code better than you found it. Even small improvements add up over time. [--]. Think Before You Name A well-chosen name can make a world of difference in code readability. Aim for intention-revealing pronounceable and searchable. [--]. Functions = Avoid side effects and aim for one level of abstraction per function. [--]. Comments Should Add Value Don't state the obvious. Consistent formatting improves readability and reduces cognitive load. Establish a"
[X Link](https://x.com/techNmak/status/1938464382511681644) 2025-06-27T05:08Z 10.2K followers, 11.4K engagements
"Let's understand Git Merge & Rebase 🔰 Git provides two powerful tools for integrating changes from one branch (often a feature branch) into another (often the main branch) Merge and Rebase. While both achieve the same goal of combining code they differ significantly in how they accomplish it. Let's learn - ✔ Git Merge Merging creates a new commit that acts as a checkpoint recording the integration of the two branches involved. It visually shows that two separate lines of development were merged at a specific point. Steps - [--]. Checkout the target branch (typicallymain). [--]. Rungit mergewith"
[X Link](https://x.com/techNmak/status/1938603428697002425) 2025-06-27T14:20Z 10.1K followers, [----] engagements
"@systemdesignone Well explained neo"
[X Link](https://x.com/techNmak/status/1938658794122158493) 2025-06-27T18:00Z [----] followers, [---] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each incoming connection (like traditional models). Instead it relies on a single (or a few) worker processes to manage multiple connections"
[X Link](https://x.com/techNmak/status/1938823956955570203) 2025-06-28T04:57Z 10.2K followers, 70.1K engagements
"Microservices - Best Practices [--]. Design for failure ➟ Microservices should be designed to tolerate failure at every level from infrastructure to individual services. ➟ Use techniques such as circuit breakers bulkheads & graceful degradation. [--]. Keep services small and focused ➟ A microservice should be designed to do one thing well. [--]. Use lightweight communication protocols ➟ Microservices should communicate with each other using lightweight protocols such as REST gRPC or messaging queues. ➟ This helps to reduce overhead and increase performance. [--]. Implement service discovery ➟"
[X Link](https://x.com/techNmak/status/1939683322982256754) 2025-06-30T13:51Z 10.2K followers, 17.6K engagements
"System design interviews arent hard because you dont know enough. Theyre hard because you have to balance clarity depth and time all at once. Its not a tech quiz. Its a communication test wrapped inside a technical one. And heres where most people slip: They spend too long setting up the basics Dive too deep into one component Run out of time before reaching trade-offs The result An incomplete answer that doesnt reflect what you actually know. My friend Kamran (@aTechGuide) created a FREE 7-day email course to help you approach system design interviews like a structured conversation not a"
[X Link](https://x.com/techNmak/status/1939941297973858556) 2025-07-01T06:57Z 10.2K followers, 34.7K engagements
"You dont really know your code until it runs in production. And when it does things often behave differently. You write clean code. You test it. You ship it. And then in prod things go sideways. Sometimes subtly. Sometimes in ways no one saw coming. Its not because you missed something. Its just that once code hits the real world with actual traffic edge cases timing issues everything changes. Thats where Hud comes in. Hud captures how your code actually behaves in production and puts that context right where you need it. No logs to sift through. No dashboards to stare at. Just a live view of"
[X Link](https://x.com/techNmak/status/1940701404462465471) 2025-07-03T09:17Z 10.2K followers, [----] engagements
"If you work with databases especially as a software developer it's important to understand the difference between partitioning and sharding. 📌 = the process of splitting a large table or index into smaller more manageable pieces called partitions. But remember These partitions reside within the same database instance sharing the same resources and management system. They cannot span multiple databases. But they can be distributed across multiple storage devices within the same server. The database system parses the incoming query and based on the partition key values it determines which"
[X Link](https://x.com/techNmak/status/1941016152828006407) 2025-07-04T06:08Z 10.3K followers, 52.7K engagements
"Every developer should know Git. Ive created a handbook with examples to help you understand it better. Follow me and comment 'Git' and Ill send you the complete PDF handbook via email or DM. Follow @techNmak"
[X Link](https://x.com/techNmak/status/1941518220713922735) 2025-07-05T15:23Z 10.2K followers, [----] engagements
"Most conversational agents look good in the first turn. They greet you answer your prompt maybe even feel helpful. But in reality conversations arent just that one turn and you need the agent to behave throughout the whole conversation. When users describe problems in their own words skip steps go off track or change direction thats when things get messy. Theres deep complexity to handling all of this correctly that too few are talking about. Thankfully there's an open source project that tackles these alignment issues head on. I've been using it and it's awesome. I recommend you take a look"
[X Link](https://x.com/techNmak/status/1942219081349992514) 2025-07-07T13:48Z 10.2K followers, [----] engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders Agentic AI is transforming how we build intelligent systems from single-shot prompts to autonomous multi-step workflows. If you're serious about building agents that can reason act and improve over time heres a grounded and complete roadmap to guide your journey: [--]. Agentic AI Foundations Understand what makes an AI agentic. Learn how agents differ from traditional models emphasizing autonomy tool-use memory and long-term planning. Study foundational patterns like ReAct AutoGPT and Plan-and-Execute to grasp how agents reason and act"
[X Link](https://x.com/techNmak/status/1942494370051076556) 2025-07-08T08:02Z 10.3K followers, [----] engagements
"Java versions Java - JDK [--] is set to release this year in September. And Im pretty sure the majority of projects still use Java [--]. (Maybe [--] if theyre feeling modern.) Here are some critical tips to help you learn and survive in the Java ecosystem: 1./ Master Java Basics 2./ Check Documentation Regularly 3./ Hands-On Coding Projects 4./ Understand Deprecated Features 5./ Experiment with New Features 6./ Contribute to Open Source 7./ Continuous Learning (It always takes time to master things) Java [--] features (targeted so far): 🔹 PEM Encodings of Cryptographic Objects (Preview) 🔹 Stable"
[X Link](https://x.com/techNmak/status/1943894074437906722) 2025-07-12T04:43Z 10.2K followers, [---] engagements
"@systemdesignone Great collection of books 📚"
[X Link](https://x.com/techNmak/status/1944010370882187558) 2025-07-12T12:26Z 10.2K followers, [---] engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. Database Index Types - [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with"
[X Link](https://x.com/techNmak/status/1944272843992445320) 2025-07-13T05:49Z 10.5K followers, 36.1K engagements
"You dont really learn Git until you break something important. Essential Git commands - 📌 Configuration & Setup git config- Configure Git settings (username email preferences) git init- Initialize new Git repository git clone- Create local copy of remote repository git help- Display command help information 📌 Core Workflow git add- Stage changes for next commit git commit- Record changes permanently in history git status- Show working directory state git diff- Display file differences git rm- Remove files from Git tracking git mv- Move/rename files with Git tracking 📌 Branch Management git"
[X Link](https://x.com/techNmak/status/1944686326420574555) 2025-07-14T09:12Z 10.5K followers, [----] engagements
"Not all AI agents are created equal. Some just wrap a model. Others plan adapt and collaborate. Here are [--] levels of AI agents from simple wrappers to fully adaptive systems. If you're building smarter automations or trying to understand agent architecture this breakdown is for you 👇 1./ - A basic wrapper around an LLM. - Takes input sends to model returns output. - No reasoning. No memory. Just pass-through generation. 2./ - Adds simple logic. - Routes inputs to different prompts models or tools based on rules. - Still lacks deep understanding or flexibility. 3./ - - Knows when and how to"
[X Link](https://x.com/techNmak/status/1945104759331152087) 2025-07-15T12:54Z 10.5K followers, [----] engagements
"@yoanngueny *nirvana*"
[X Link](https://x.com/techNmak/status/1945587593816526952) 2025-07-16T20:53Z 10.3K followers, [--] engagements
"Java Versions - A Quick Walkthrough 🚨🚨🚨 Java - JDK [--] is set to release this year in September. --- Do you know --- Is it Java [---] or Java [--] Java Versioning : Java [--] & Prior - Java's versioning convention has been somewhat unconventional in comparison to other software versioning systems. - In the past Java versions had a major version number followed by a minor version number like "1.5" or "1.6." This was reflective of the language's initial development and its early version history. - The original naming convention for Java versions was to use the "Java SE x.y" format where x was the"
[X Link](https://x.com/techNmak/status/1945826137747370058) 2025-07-17T12:41Z 10.5K followers, [----] engagements
"@systemdesignone Excellent collection of repositories 🔥"
[X Link](https://x.com/techNmak/status/1945845607501050352) 2025-07-17T13:58Z 10.5K followers, [---] engagements
"@tavilyai just did something cool. They teamed up with to launch an MCP server basically a layer that helps AI coding tools like Cursor understand and integrate Tavilys API correctly. Instead of relying on outdated LLM knowledge or static docs the MCP gives AI assistants live access to Tavilys latest documentation best practices and even lets them test queries directly. One word - Awesome This is how dev tools will quietly win in the AI era. Great work @ToriSeidenstein @rweiss57 @DustinPulver @LTzanani http://tadata.com http://tadata.com http://tadata.com http://tadata.com"
[X Link](https://x.com/techNmak/status/1946239996794663330) 2025-07-18T16:05Z 10.5K followers, [---] engagements
"Nobody remembers a fast app but theyll never forget a slow one. 😬 What is Caching Caching = concept of storing frequently used data in a temporary location that is faster to access than the original source. Databases are often the backbone of applications storing critical information. But fetching data from a database can be a relatively slow operation especially for complex queries or large datasets. So If we cache the data we can - [--]. Significantly improve response times. [--]. Reduce the load on the database. [--]. Provide a smoother user experience. The Strategies. ✔ - . [--]. - The application"
[X Link](https://x.com/techNmak/status/1946825809756569765) 2025-07-20T06:53Z 12.6K followers, 47.3K engagements
"If AI can do your job you were never doing the hard parts If you think prompt engineering is software engineering you're delusional If your value is writing boilerplate code you have no value"
[X Link](https://x.com/techNmak/status/1947206273784783153) 2025-07-21T08:05Z 10.5K followers, [---] engagements
"Most code reviews are just senior devs flexing. Theyll reject your PR over formatting while ignoring the logic bomb you planted. It's not about better code. It's about showing who's in charge. [--] signs your code review process is broken - 1./ Reviews focus on style nits instead of business logic 2./ One person always has a problem with everyone's code 3./ PRs sit for days because reviewers are too busy 4./ Feedback thats just criticism in disguise"
[X Link](https://x.com/techNmak/status/1947310413705871571) 2025-07-21T14:59Z 10.5K followers, [----] engagements
"I've a 🚨AI agents can now literally talk to your frontend.🚨 Im not talking about async logs or static outputs. I mean real-time messages live tool events and actual back-and-forth all happening inside your app UI. Thats what @CopilotKit (AG-UI) enables. ' : 🔥 AG-UI now supports . This means . Get started npx create-ag-ui-app@latest AG-UI is 100% open source (MIT licensed). It's simple to plug in easy to build on"
[X Link](https://x.com/techNmak/status/1947691713541378453) 2025-07-22T16:14Z 10.5K followers, [----] engagements
"🚨 Breaking: This company is about to create a billion developers. @lovable_dev is changing how software gets built again. People are building [---] $ worth of software in minutes. These are some of the best creations with Lovables new AI Agent 👇"
[X Link](https://x.com/techNmak/status/1948030390062731572) 2025-07-23T14:40Z 10.5K followers, [----] engagements
"A 3D landing page built on Lovable in minutes. No boilerplate. No setup. Just an idea and a prompt. This isnt just faster dev. Its turning ideas into momentum"
[X Link](https://x.com/techNmak/status/1948030397692117127) 2025-07-23T14:40Z 10.5K followers, [---] engagements
"An AI language learning app built on Lovable. 💬 Talk to AI in real-life scenarios ✅ Get instant feedback 🌍 Practice any language anytime"
[X Link](https://x.com/techNmak/status/1948030401576083846) 2025-07-23T14:40Z 10.5K followers, [---] engagements
"Writing modular code isnt just for clean code points it makes collaboration and scaling so much easier. Heres how. 👇"
[X Link](https://x.com/techNmak/status/1949759148238758189) 2025-07-28T09:09Z 10.6K followers, 25.9K engagements
"➊ Design ➟ Single Responsibility Each module/class/function should do one thing. This is the core of theSingle Responsibility Principle (SRP) a pillar of SOLID design. ➟ Loose Coupling Modules should have minimal dependencies. This ensures easier reuse and lower maintenance cost. ➟ High Cohesion Related functionality should be grouped together for better clarity and maintainability"
[X Link](https://x.com/techNmak/status/1949759153289015416) 2025-07-28T09:09Z 10.5K followers, [---] engagements
"You dont need more ML engineers. You need one NEO. [--] agents working in sync from data cleaning to deployment. It doesnt assist. It builds. Start to finish. @withneo is the first Agentic ML engineer. A system that thinks learns and ships pipelines like a pro. Join the waitlist: https://heyneo.so/waitlist Introducing NEO: The first Agentic Machine Learning Engineer. It works like a full-stack ML engineer that never sleeps: handling data exploration feature engineering training tuning deployment and monitoring end to end. Powered by [--] specialized agents NEO runs https://t.co/dQKq2ebdLl"
[X Link](https://x.com/techNmak/status/1950602483543216231) 2025-07-30T17:00Z 10.6K followers, [----] engagements
"Prompting isnt just asking the AI a question. Its a deliberate engineered input design process and a critical skill when working with Large Language Models (LLMs). Let's breakdown the prompting techniques. ✅ [--]. Core Prompting Techniques Zero-shot - No examples provided. Just the task. One-shot - One example shown before the task. Few-shot - A handful of examples used to teach patterns. 🧠 [--]. Reasoning-Enhancing Techniques Chain-of-Thought (CoT) - Encourage step-by-step reasoning. Self-Consistency - Sample multiple CoTs; choose the best. Tree-of-Thought (ToT) - Explore multiple reasoning paths"
[X Link](https://x.com/techNmak/status/1951565208092037581) 2025-08-02T08:46Z 10.6K followers, [----] engagements
"📖📚 Take your first step in building modern-day component-based scalable web apps using the latest features and capabilities of React [--] TypeScript and Next.js with this easy-to-follow guide https://www.amazon.com/Learn-React-TypeScript-real-world-production-ready/dp/1836643179/ https://www.amazon.com/Learn-React-TypeScript-real-world-production-ready/dp/1836643179/"
[X Link](https://x.com/techNmak/status/1952687267467702504) 2025-08-05T11:04Z 10.7K followers, [---] engagements
"Let's talk about - Redis 1./ Redis wasn't born in a lab it was born from frustration. 😉 How ➸ Back in [----] Salvatore Sanfilippo needed a faster way to analyze website traffic for his startup. Existing databases just couldn't keep up. ➸ So he built his own solution = Redis (a super-fast data store that lives in your computer's memory.) It was a game-changer and it's still transforming how we handle data today. Read more 👇 __ 👍 Follow - @techNmak #softwaredevelopment #redis #databases"
[X Link](https://x.com/techNmak/status/1952954707154223136) 2025-08-06T04:47Z 11.9K followers, 57.8K engagements
"' REDIS . Redis = REmote DIctionary Server initially designed to be a remote data structure server accessible over the network. open-source in-memory data store. functions mainly as a key-value database but goes beyond by offering a variety of data structures like strings lists sets sorted sets hashes etc. primarily resides in RAM providing incredibly fast read and write operations. options for persistence to disk ensuring data durability. . As we discussed - Unlike traditional databases that primarily store data on disk Redis keeps its entire dataset in memory (RAM). - This eliminates the"
[X Link](https://x.com/techNmak/status/1952954710840811541) 2025-08-06T04:47Z 11.7K followers, [----] engagements
"Lovable + GPT [--] built me a job preparation app for developers From resume tailoring to AI-powered mock interviews everything you need to prep apply and practice is in one place. All with just one prompt. 😮"
[X Link](https://x.com/techNmak/status/1953688736513896686) 2025-08-08T05:24Z 11.7K followers, [----] engagements
"Heres the dashboard. It tracks everything that actually matters when youre job hunting: ✅ Applications & interview progress ✅ Resume & skill optimization ✅ Real-time prep score + response rate All in one view"
[X Link](https://x.com/techNmak/status/1953688742327194045) 2025-08-08T05:24Z 10.9K followers, [---] engagements
"@denicmarko Python Java bash javascript"
[X Link](https://x.com/techNmak/status/1953694941189702118) 2025-08-08T05:49Z 10.9K followers, [--] engagements
"LLM = Smart but works only with what it was trained on. Its knowledge is fixed after training and when it lacks relevant information it may generate plausible-sounding but incorrect answers (hallucinations). RAG = Smart + can look things up in real time. It retrieves specific relevant information from an external source and combines it with the LLMs reasoning to give more accurate up-to-date answers. Still if retrieval is poor or ignored hallucinations can happen. Agent = Smart + can decide what to do next to reach a goal. It reasons through problems chooses and uses the right tools (like web"
[X Link](https://x.com/techNmak/status/1954422655953625524) 2025-08-10T06:00Z 12.3K followers, 196.8K engagements
"If you like engineering you should read this before touching distributed systems. (Hard truths of Distributed Systems) 1./ No matter how perfect your code or infrastructure parts of your system will fail. Machines die networks glitch clocks drift and bugs survive staging. 👉 Design for failure first and success second. Assume every network call might fail every service might become unreachable and every disk might corrupt. 2./ We often say eventual consistency like its a magic fix. But in practice its a sliding scale: how eventual is too eventual Seconds Minutes 👉 Real-world systems must"
[X Link](https://x.com/techNmak/status/1954780339781398985) 2025-08-11T05:42Z 11.8K followers, 28.7K engagements
"@Shefali__J @Newsbang_AI In love with this app ❤"
[X Link](https://x.com/techNmak/status/1954803269005381639) 2025-08-11T07:13Z 11.4K followers, [--] engagements
"@Arindam_1729 @Astrodevil_ @jandotai @nebiusaistudio @Zai_org @Alibaba_Qwen Great work 👍"
[X Link](https://x.com/techNmak/status/1955670057968935147) 2025-08-13T16:37Z 11.7K followers, [--] engagements
"@RitikaAgrawal08 Happy Independence Day"
[X Link](https://x.com/techNmak/status/1956358142310199304) 2025-08-15T14:11Z 11.9K followers, [--] engagements
"8 Linux Command Mistakes I See Developers Make All the Time. Give it a read 👇 [--]. Unlike some operating systems spaces in filenames and paths must be properly escaped or quoted in Linux. Forgetting this leads to "file not found" errors and confusion. Example: cd My Documents ❌ It needs to be - cd 'My Documents' ✅ or cd My Documents ✅ ------------ [--]. Linux is case-sensitive. 'myfile.txt' is different from 'MyFile.txt'. Tab completion can help avoid mistakes but awareness is key. ------------ [--]. Files and directories starting with a '.' are hidden by default. Use 'ls -a' to reveal them and"
[X Link](https://x.com/techNmak/status/1957273052946858073) 2025-08-18T02:47Z 12.1K followers, [----] engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders Agentic AI is transforming how we build intelligent systems from single-shot prompts to autonomous multi-step workflows. If you're serious about building agents that can reason act and improve over time heres a grounded and complete roadmap to guide your journey: [--]. Agentic AI Foundations Understand what makes an AI agentic. Learn how agents differ from traditional models emphasizing autonomy tool-use memory and long-term planning. Study foundational patterns like ReAct AutoGPT and Plan-and-Execute to grasp how agents reason and act"
[X Link](https://x.com/techNmak/status/1959890913666429352) 2025-08-25T08:09Z 12.1K followers, [----] engagements
"Software debugging is dead. Other vibe coding tools ship broken apps and hope youll fix them. Lindy Build is different: it writes tests clicks through and fixes your app before you ever touch it. The first AI builder that actually ships working software. 👇"
[X Link](https://x.com/techNmak/status/1961412118433104031) 2025-08-29T12:54Z 12.3K followers, 24.3K engagements
"Other vibe coders: AI builds Human fixes AI builds Human fixes. Lindy Build: AI builds AI tests AI fixes. You just get a working app"
[X Link](https://x.com/techNmak/status/1961412122971345087) 2025-08-29T12:54Z 12.1K followers, [---] engagements
"Software Development Best Practices Follow @techNmak"
[X Link](https://x.com/techNmak/status/1963828394942161308) 2025-09-05T04:55Z 12.6K followers, 95K engagements
"9 core patterns for building Fault-Tolerant Applications Fall seven times stand up eight. Follow @techNmak for more :)"
[X Link](https://x.com/techNmak/status/1964162876374950157) 2025-09-06T03:04Z 12.3K followers, 29.9K engagements
"1. Circuit Breaker Acts like an electrical circuit breaker. When a service experiences repeated failures the circuit breaker 'trips' & stops sending requests to that service for a period of time. This allows the failing service to recover without being overwhelmed. The main circuit breaker states - Closed: Requests are allowed to pass through. Open: Requests are immediately rejected with an error. effective for protecting against cascading failures & isolating problematic services"
[X Link](https://x.com/techNmak/status/1964162880145662374) 2025-09-06T03:04Z 12.3K followers, [---] engagements
"2. Retry When a request fails the system automatically retries it a certain number of times before giving up. This can help overcome transient errors like network glitches or temporary unavailability. Improves system availability and can mask transient errors. Be mindful of retry storms (where excessive retries overload the system) and implement exponential backoff (increasing the time between retries)"
[X Link](https://x.com/techNmak/status/1964162882922229989) 2025-09-06T03:04Z 12.3K followers, [---] engagements
"What is Retrieval-Augmented Generation (RAG) in simple terms 🧠 1./ You ask a question. 2./ The AI doesn't answer from memory. 3./ Instead it first searches a private knowledge base (like your company's docs). 4./ It finds the relevant info. 5./ It uses that info to write a fresh accurate answer. It's an "open-book exam" for LLMs. Follow @techNmak for more such insights. 😊 Image credit - Vectorize #AI #RAG #LLM"
[X Link](https://x.com/techNmak/status/1964240755393765390) 2025-09-06T08:14Z 12.3K followers, [----] engagements
"How Git Works (1/8)"
[X Link](https://x.com/techNmak/status/1964758191901929773) 2025-09-07T18:30Z 12.6K followers, 34.3K engagements
"I asked [--] data scientists what they do all day. Majority said. 80% of my job is data cleaning. The other 20% is complaining about the data cleaning"
[X Link](https://x.com/techNmak/status/1965020190632292783) 2025-09-08T11:51Z 12.3K followers, [----] engagements
"SQL is Rooted in Algebra & Calculus"
[X Link](https://x.com/techNmak/status/1965249860728492357) 2025-09-09T03:04Z 12.6K followers, [----] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Just as a side thought - Black Friday and Cyber Monday (BFCM) events have gone Agentic. Crazy evolution - Let's come back to the topic. Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each"
[X Link](https://x.com/techNmak/status/1965905890017685935) 2025-09-10T22:31Z 12.3K followers, [---] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Let's come back to the topic. Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each incoming connection (like traditional models). Instead it relies on a single (or a few) worker processes to"
[X Link](https://x.com/techNmak/status/1966035074723299391) 2025-09-11T07:04Z 12.3K followers, [---] engagements
"Big congratulations to the @coderabbitai team on this $60M Series B 🎉 What youre building really matters - helping teams spend less time stuck in reviews and more time actually shipping. Thats a pain every builder knows too well and its inspiring to see you tackling it head-on. This feels like just the beginning of something huge. Excited to watch where you take it from here. 🙌 Were excited to announce that we've raised a $60M Series B to help teams focus on building and shipping with AI instead of endlessly reviewing This round was led by Scale Venture Partners with participation by"
[X Link](https://x.com/techNmak/status/1967952045874278857) 2025-09-16T14:01Z 12.6K followers, [---] engagements
"Working Code Perfect Code. The unwritten rule of shipping on time. What if the working code could also be the perfect code Let me tell you something interesting. This is possible now thanks to a workflow that lives entirely in the terminal. The workflow: 1./ You prompt your AI agent (Claude Code Cursor CLI Gemini CLI Codex CLI etc.) : "Complete the OAuth flow and get it reviewed by CodeRabbit using command : coderabbit --plain" 2./ The agent writes the code and triggers the review automatically. 3./ CodeRabbit CLI acts as your instant senior-level reviewer right in the terminal. 4./ It hands"
[X Link](https://x.com/techNmak/status/1967976381993664957) 2025-09-16T15:38Z 12.6K followers, 17K engagements
"Understanding REDIS Cache Follow @techNmak for more"
[X Link](https://x.com/techNmak/status/1968263976577560881) 2025-09-17T10:41Z 12.6K followers, [----] engagements
"Optimization for LLM Follow @techNmak"
[X Link](https://x.com/techNmak/status/1970538151539286297) 2025-09-23T17:18Z 12.6K followers, [---] engagements
"System Design Cheat Sheet ----- @techNmak"
[X Link](https://x.com/techNmak/status/1972916097545314500) 2025-09-30T06:47Z 12.7K followers, [----] engagements
"@_avichawla The bigger picture: tools like Sim are bridging the gap between raw LLM experimentation and maintainable agentic systems. Soon building multi-agent workflows could be as accessible as designing a Figma prototype. 🔥 @simdotai"
[X Link](https://x.com/techNmak/status/1972916638048735474) 2025-09-30T06:49Z 12.6K followers, [----] engagements
"Linux Cheat sheet. Enjoy Follow @techNmak"
[X Link](https://x.com/techNmak/status/1974150149984424380) 2025-10-03T16:30Z 12.9K followers, 14.1K engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders ---- @techNmak"
[X Link](https://x.com/techNmak/status/1975510028275662855) 2025-10-07T10:34Z 13K followers, [----] engagements
"3. Agent Frameworks & Toolkits Get hands-on with modern agent frameworks that abstract orchestration and reasoning: @LangChain @pyautogen @crewAIInc @MetaGPT_ @AV_Launchpad @DSPyOSS Understand how each handles multi-step workflows dynamic tools and human-in-the-loop supervision"
[X Link](https://x.com/techNmak/status/1975510037976977440) 2025-10-07T10:34Z 12.7K followers, [--] engagements
"4. Prompt Engineering & Reasoning Master techniques like: - Chain-of-Thought prompting - Few-shot and role-based prompts - Function calling with OpenAI/Anthropic tools - Retrieval-Augmented Generation (RAG) for grounded responses Tools like DSPy now abstract these into structured learnable pipelines"
[X Link](https://x.com/techNmak/status/1975510040841789928) 2025-10-07T10:34Z 12.7K followers, [--] engagements
"My System Design Cheat Sheet. Enjoy"
[X Link](https://x.com/techNmak/status/1880603063117070742) 2025-01-18T13:08Z [----] followers, 145.5K engagements
"My cheat sheet on - Database Transactions. Show some love and support to my work"
[X Link](https://x.com/techNmak/status/1885699330553643249) 2025-02-01T14:38Z 14.4K followers, 48K engagements
"The web development landscape has transformed dramatically over the past decade. From DOM manipulation with jQuery to sophisticated component architectures we've seen a fundamental shift in how we build for the web. While JavaScript remains the powerhouse behind web applications the tools and approaches we use have matured significantly. I still remember when I was working a lot on web development around 2017-2018. Thats when I was first introduced to React. Honestly I didnt like it much at first since I was learning Angular at the time. But things changed over time as React matured and"
[X Link](https://x.com/techNmak/status/1887727519144812980) 2025-02-07T04:58Z [----] followers, [----] engagements
"Every developer should know Git. Ive created a handbook with examples to help you understand it better. Follow me and comment 'Git' and Ill send you the complete PDF handbook via email or DM. Follow @techNmak"
[X Link](https://x.com/techNmak/status/1888232553452314846) 2025-02-08T14:24Z [----] followers, 54.2K engagements
"Design Patterns aren't just copy-paste code. They're more like advice on how to solve problems in a clever and reusable way. Enjoy"
[X Link](https://x.com/techNmak/status/1888497722182737933) 2025-02-09T07:58Z [----] followers, 22.1K engagements
"This is for #java haters. Keep waiting it's not going anywhere. 😆"
[X Link](https://x.com/techNmak/status/1889000224342859800) 2025-02-10T17:15Z [----] followers, [----] engagements
"@techyoutbe I said that 🙃"
[X Link](https://x.com/techNmak/status/1889635233906958630) 2025-02-12T11:18Z [----] followers, [--] engagements
Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@techNmak Mayank Ahuja
Mayank Ahuja posts on X about ai, llm, agentic, if you the most. They currently have [------] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.
Engagements: [-------] #
- [--] Week [---------] +360%
- [--] Month [---------] +32%
- [--] Months [---------] +547%
- [--] Year [----------] +1,432%
Mentions: [--] #
- [--] Week [--] +42%
- [--] Month [---] +22%
- [--] Months [---] +190%
- [--] Year [---] +762%
Followers: [------] #
- [--] Week [------] +6.20%
- [--] Month [------] +14%
- [--] Months [------] +153%
- [--] Year [------] +760%
CreatorRank: [------] #
Social Influence
Social category influence technology brands stocks finance social networks countries musicians celebrities events automotive brands vc firms
Social topic influence ai #3488, llm #188, agentic, if you, build #319, $googl, core, math, microsoft, inference #271
Top accounts mentioned or mentioned by @techyoutbe @systemdesignone @petarivanovv9 @coderabbitai @ritikaagrawal08 @copilotkit @rauljuncov @denicmarko @swapnakpanda @huggingface @anayatkhan09 @therealzongi @shefalij @langchain @pyautogen @crewaiinc @metagpt @avlaunchpad @dspyoss @chipro
Top assets mentioned Alphabet Inc Class A (GOOGL) Microsoft Corp. (MSFT) Monolith (TKN)
Top Social Posts
Top posts by engagements in the last [--] hours
"@hemant_pandey17 @Meta @salesforce @SAP @Tesla @amazon I know you. I follow you. You are an incredible content creator"
X Link 2024-08-01T07:52Z [--] followers, [--] engagements
"@GauravSharan09 That's AI for you. The Future"
X Link 2024-09-06T07:36Z [---] followers, [--] engagements
"If you are a software developer you need to know about Redis. Give it a read. 👇 Redis wasn't born in a lab it was born from frustration. 😉 How Back in [----] Salvatore Sanfilippo needed a faster way to analyze website traffic for his startup. Existing databases just couldn't keep up. So he built his own solution = Redis (a super-fast data store that lives in your computer's memory.) It was a game-changer and it's still transforming how we handle data today. 📌 ' . Redis = REmote DIctionary Server initially designed to be a remote data structure server accessible over the network. open-source"
X Link 2024-09-06T21:13Z [---] followers, [---] engagements
"Docker Workflow = The general process of using Docker. Give it a read 👇 Docker emerged from dotCloud a Platform-as-a-Service (PaaS) company. It started as an internal project by Solomon Hykes in France aimed at simplifying application deployment. [----] = Docker was first unveiled at PyCon. It quickly gained popularity due to its innovative approach to containerization. Docker was released as open-source in March [----]. - Developer Pain Points = developers struggled with inconsistent application environments across different stages Operational Efficiency Cloud Adoption Alright Let's"
X Link 2024-09-08T13:09Z [---] followers, [---] engagements
"Which platform do you use the most ------ For me it's LinkedIn as I'm new here and exploring. Created an account on X and I feel like an alien. 👽 It was a month-long journey to reach [--] followers. ❤ Feel free to connect with me here for software development and system design insights. #socialmedia #letsconnect LinkedIn X LinkedIn X"
X Link 2024-09-08T14:18Z [---] followers, [---] engagements
"I want to #connect with people who are interested in: - Software Engineering - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
X Link 2024-09-10T05:24Z [---] followers, [----] engagements
"I want to #connect with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
X Link 2024-09-12T05:34Z [---] followers, [----] engagements
"How many Leetcode problems do you solve a day #leetcode"
X Link 2024-09-12T19:07Z [---] followers, [---] engagements
"I have been using Git for years now and I can share with you my 'GIT' notes (handbook) if you want. All I need in return is - [--]. You follow me [--]. You should type 'Git' in comments so that I can send you the notes. Have a nice day #letsconnect"
X Link 2024-09-13T04:09Z [---] followers, [---] engagements
"One of the finest roadmaps I have seen for Senior Software Interviews a guy posted on LeetCode for clearing Uber L5A L5B or Google L5/L6 levels"
X Link 2024-09-15T08:01Z [---] followers, [----] engagements
"500+ on X now and 75K+ on LinkedIn = Not bad. Slow growth is still Growth :) Thank you for the support. ----------- I am a Senior Engineer with over 11+ years of experience (75K+ on LinkedIn) and would love to #connect with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
X Link 2024-09-17T11:16Z [---] followers, [---] engagements
"Let's understand the difference. 👇 [--]. At the heart of every Central Processing Unit (CPU) lies a core. It's a physical processing unit capable of executing instructions independently. A core contains - Arithmetic Logic Unit (ALU) - Performs arithmetic and logical operations on data. Control Unit (CU) - Fetches instructions from memory and decodes them controlling the flow of data within the core. Registers - Small high-speed storage locations for temporary data manipulation. A CPU can have multiple cores (dual-core quad-core etc.) which significantly enhances its processing power. Each core"
X Link 2024-10-02T11:35Z [---] followers, [---] engagements
"REST API 90% GET 10% POST and 0% remembering the others exist. 🤣 #SoftwareDevelopment"
X Link 2024-10-16T15:06Z [---] followers, [--] engagements
"As a software developer your career is defined by how well you adapt to change technologies teams and problems all shift over time. #SoftwareDevelopment"
X Link 2024-10-21T17:29Z [---] followers, [---] engagements
"Dear Junior Devs Do you ever feel stuck and want to ask a senior dev for help That's awesome But first. Do your homework before asking questions. This shows initiative and helps you absorb your senior's knowledge better. #SoftwareDevelopment"
X Link 2024-11-02T07:14Z [---] followers, [---] engagements
"@the_codewala Use Photoshop and sell it"
X Link 2024-11-13T07:24Z [---] followers, [--] engagements
"Day One vs. One Year Later First Day: I'll write clean documented code I'll follow all best practices Time to revolutionize the codebase One Year Later: It works dont touch it Well refactor this someday Just ship it well fix it in the next release #SoftwareDevelopment"
X Link 2024-11-21T17:42Z [---] followers, [---] engagements
"Let's talk about - Database Transactions Transactions are like relationships =COMMIT or ROLLBACK there's no in-between. 😉 - 1950s - 1970s = Transactions emerged with early mainframe systems to ensure data integrity in batch processing. 1970s = IBM's System R research project significantly advanced transaction concepts. 1980s = The SQL (Structured Query Language) standard formalized transaction concepts. Defined the BEGIN TRANSACTION COMMIT and ROLLBACK commands. 👉 This is how I learned about Transactions for the first time 😉 - Let's imagine a scenario where you're transferring money from"
X Link 2024-11-24T04:33Z [---] followers, [---] engagements
"I am a Senior Engineer with over 11+ years of experience (90K+ learners on LinkedIn) and would love to #connect and share my tech expertise with people who are interested in: - Software Engineering - Data Engineering - Content Creation - Frontend - Backend - Full-stack - MobileDevelopment - GoogleCloud - Azure - AWS - AI & Machine Learning - ReactJS/NextJS - OpenSource - UI/UX - Freelancing #letsconnect #buildinpublic"
X Link 2024-11-24T21:25Z [---] followers, [--] engagements
"Why argue just Code. 😬 Source - reddit"
X Link 2025-01-05T20:22Z [---] followers, [--] engagements
"Microservices - Key Design Patterns 📌 Pro Tip - Always start with a Monolith. 😊 And as your application grows and specific components become bottlenecks or need independent scalinggradually break them out into microservices. 📌 Do you know Netflix was a pioneer in adopting microservices architecturebreaking down its monolithic application into hundreds of smaller services. This enabled them to scale rapidly and achieve high availability. ---- Consider these patterns if you're adopting a microservices architecture - [--]. API Gateway Pattern Single entry point for clients handling routing"
X Link 2025-01-15T13:46Z [----] followers, [----] engagements
"@techyoutbe Sounds like a great deal. Thanks"
X Link 2025-01-15T20:24Z [----] followers, [--] engagements
"REST API - Cheat sheet 📌 [--]. Client-Server Separation of concerns clients request servers respond. [--]. Statelessness Each request is self-contained no server-side client context. [--]. Cacheability Responses can be cached for improved performance. [--]. Layered System Components are independent and can be replaced without impacting the system. [--]. Code on Demand (Optional) Servers can extend client functionality. [--]. Uniform Interface Standardized interaction with resources - - Unique URIs (Uniform Resource Identifiers). - Actions on resources are performed through representations. - Use hyperlinks"
X Link 2025-01-16T02:35Z [----] followers, [----] engagements
"@techyoutbe Laugh and Block"
X Link 2025-01-18T13:09Z [----] followers, [--] engagements
"Microservices Collaboration Patterns. Enjoy"
X Link 2025-01-19T04:01Z [----] followers, 44.1K engagements
"Understanding Serverless. Enjoy"
X Link 2025-01-19T11:23Z [----] followers, 58.7K engagements
"My Linux Cheat Sheet. Enjoy"
X Link 2025-01-19T17:51Z [----] followers, 45.7K engagements
"@techyoutbe Thanks a lot Let's grow together :)"
X Link 2025-01-19T18:24Z [----] followers, [--] engagements
"Never underestimate someone putting in the work its only a matter of time. ❤"
X Link 2025-01-20T05:00Z [----] followers, [----] engagements
"@techyoutbe Perfect Thanks"
X Link 2025-01-20T06:13Z [----] followers, [---] engagements
"My Cheat Sheet on Distributed Systems. Enjoy"
X Link 2025-01-20T11:15Z [----] followers, 61.5K engagements
"Give me [--] minutes and I'll explain the to you. I will keep it very simple and straightforward. [--]. You have a remote repository on a server (README. md file exists). Your local machine has no project files yet. [--]. Copies the entire remote repository (README. md) to your local machine. Creates a local repository linked to the remote one. [--]. You create a new file (newfile.txt) in your local working directory. This file is untracked by Git at this point. [--]. . Stages all changes (including the new file) in the working directory. Prepares them to be included in the next commit. [--]. - """
X Link 2025-01-21T02:53Z [----] followers, 38.6K engagements
"I have something for you. [--] digital copies each of the books - [--]. Hands-On Microservices with JavaScript [--]. Scalable Application Development with NestJS To participate you have to - - Follow me (you will keep getting more insights and giveaway opportunities) - Comment - I'm in - Repost You can find the book links in the comment section. I will announce the winners tomorrow. Happy Learning"
X Link 2025-01-21T06:51Z [----] followers, [----] engagements
"Hands-on microservices with JavaScript https://www.packtpub.com/en-us/product/hands-on-microservices-with-javascript-9781788625401utm_medium=affiliate&utm_campaign=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_term=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_content=B09148 https://www.packtpub.com/en-us/product/hands-on-microservices-with-javascript-9781788625401utm_medium=affiliate&utm_campaign=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_term=27db2f5e-e999-4141-26af-66fe7c38dacb&utm_content=B09148"
X Link 2025-01-21T06:52Z [----] followers, [---] engagements
"My Rest API Cheat Sheet. Enjoy"
X Link 2025-01-21T12:24Z [----] followers, 67.3K engagements
"My Notes on the Famous Book 'Clean Code'. Enjoy"
X Link 2025-01-22T04:19Z [----] followers, 51.4K engagements
"Give me [--] mins and I'll tell you about Microservices - Key Design Patterns. 📌 Pro Tip - Always start with a Modular Monolith. 😊 And as your application grows and specific components become bottlenecks or need independent scalinggradually break them out into microservices. 📌 Do you know Netflix was a pioneer in adopting microservices architecturebreaking down its monolithic application into hundreds of smaller services. This enabled them to scale rapidly and achieve high availability. ---- Consider these patterns if you're adopting a microservices architecture - [--]. API Gateway Pattern"
X Link 2025-01-22T08:23Z [----] followers, 22.5K engagements
"@techyoutbe Thanks a lot 😊"
X Link 2025-01-22T13:09Z [----] followers, [---] engagements
"My Docker Notes. Enjoy Check the thread for the rest of the images"
X Link 2025-01-22T17:28Z [----] followers, 23.9K engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. Database Index Types - [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with"
X Link 2025-01-23T09:28Z [----] followers, 29.3K engagements
"From [---] to [----] followers in just [--] days. Thank you for the support. Dm me if you are looking for the advice or support. Let's connect"
X Link 2025-01-24T05:43Z [----] followers, [----] engagements
"has come a long way since the early days of jQuery and vanilla JavaScript. While modern frameworks build tools and development practices have reshaped the ecosystem. Among them especially in enterprise applications. I still remember during my early days of work I used to do a lot of web development. Back in [----] when Angular [--] was relatively new I started using it and came across @abampakos's book called Learning Angular [--]. I think it was the first edition. Even though I've moved to different technologies now I can't forget how that book made complex concepts like component-based"
X Link 2025-01-25T04:31Z [----] followers, [----] engagements
"@abampakos @Abhishekcur @ATechAjay @denicmarko @webdevluc @hemant_pandey17 @Bharambe2Kiran @gregorojstersek @petarivanovv9 You can find the book here - https://packt.link/73Ya4 https://packt.link/73Ya4"
X Link 2025-01-25T04:31Z [----] followers, [---] engagements
"I've seen many posts sharing links for job openings courses and other opportunities. Always take a moment to consider whether you trust the person before clicking on a linkuse your judgment. Don't rush into it. Some people I know have had their accounts blocked or restricted and they believe its because they clicked on questionable links. Be cautious not just here but across all platforms. 👍"
X Link 2025-01-25T07:48Z [----] followers, [----] engagements
"What starts with D and ends with K 👇 . . . . . . . . . . . . . . DeepSeek. a Chinese artificial intelligence startup that claims to have developed an advanced model at a fraction of the cost of its US counterparts. 💡"
X Link 2025-01-27T20:51Z [----] followers, [---] engagements
"@techyoutbe Loved it. 🔥🔥🔥"
X Link 2025-01-28T07:27Z [----] followers, [---] engagements
"Reduce Software Latency. Give it a read. 😊"
X Link 2025-01-29T04:56Z [----] followers, 13.7K engagements
"JDs be like -"
X Link 2025-01-29T10:23Z [----] followers, [---] engagements
"Memories 🤣"
X Link 2025-01-29T16:28Z [----] followers, [----] engagements
"HTTP Status Codes"
X Link 2025-01-29T17:44Z [----] followers, [----] engagements
"My Notes from the famous book 'Designing Data-Intensive Applications'. Enjoy"
X Link 2025-01-30T12:52Z [----] followers, 54.1K engagements
"Which programming language are you using currently If its not on the list let me know in the comments. Python Java JavaScript C# Python Java JavaScript C#"
X Link 2025-01-31T09:04Z [----] followers, [----] engagements
"Authentication Mechanisms - Microservices. Enjoy & don't forget to follow @techNmak. [--]. Simple unique identifiers assigned to each client or service. Sent as a header or query parameter with each request. Best suited for internal services less sensitive APIs or for granting access to specific features. Easy to implement and manage. Not as secure as token-based methods. Keys can be easily leaked or stolen. [--]. Username and password are sent in the Authorization header as base64 encoded string. Simple to implement but requires HTTPS to be secure. Suitable for simple scenarios with low-security"
X Link 2025-02-06T05:54Z [----] followers, 36.5K engagements
"After what felt like forever the books Ive been waiting for finally arrived. Cant wait to dig in 🙃😊"
X Link 2025-02-08T10:19Z [----] followers, [----] engagements
"If the interviewer said Im here to select you just dont let me down itd take motivation to a whole new level. 😊"
X Link 2025-02-12T09:32Z [----] followers, [---] engagements
"The fastest way to grow Learn from those whove already been through the hard parts. The right people make the journey easier. No need to figure everything out alone"
X Link 2025-02-28T09:45Z [----] followers, [---] engagements
"If you write code you should read this: Design Patterns. Enjoy and Follow - @techNmak More in the 🧵"
X Link 2025-03-01T04:46Z [----] followers, 58.8K engagements
"Good Morning ppl Let's connect and support each other"
X Link 2025-03-03T04:16Z [----] followers, [---] engagements
"To learn Git better ditch the GUI and use the command line. Follow @techNmak"
X Link 2025-03-06T05:31Z [----] followers, 52.4K engagements
"By [----] the only skill left will be pretending we have skills. 2010: Learn to code or be automated. 2020: Learn data science or be automated. 2023: Learn to prompt or be automated. 2030: Learn to actually were not sure whats left. 💀"
X Link 2025-03-10T02:37Z [----] followers, [---] engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. . . . more in the 🧵 Follow - @techNmak"
X Link 2025-03-18T08:32Z [----] followers, 23.6K engagements
"Ive lost sleep over things that dont even cross my mind anymore. Spent days stressing over moments that turned out just fine. Its funny how the things that feel so heavy right now might not even matter a year from today. So if youre carrying a lot take a deep breath. Let go of what you can. Most of it wont stay as big as it feels right now. 👍 Image - pinterest"
X Link 2025-03-23T16:49Z [----] followers, [---] engagements
"My notes on the famous book - 'Designing Data-Intensive Applications' (DDIA) 💪"
X Link 2025-03-27T03:27Z [----] followers, 28.2K engagements
"The universal cycle of developer opinions 1./ This new approach will solve everything 2./ This approach has specific trade-offs 3./ This approach creates its own problems 4./ The old approach wasn't so bad after all"
X Link 2025-03-27T05:48Z [----] followers, [---] engagements
"The AI Career Strategy ❌ Not using AI ➟ Career-limiting. ❌ Only using AI ➟ Career-limiting. ✅ Learning to work with AI ➟ Thats how you stay ahead"
X Link 2025-03-31T18:03Z [----] followers, [---] engagements
"A friend in marketing told me something that stopped me mid-coffee sip. " ' . ." No agencies. No spreadsheets. No endless email chains. . As I keep exploring new products that leverage AI in different fields I wanted to check this out. . They plugged into Aha -the world's first - and everything changed instantly. ➟Finding the right creatorsAutomated. ➟NegotiationsDone in seconds. ➟Performance trackingOptimized in real-time. Meanwhile traditional teams are still stuck in meetings. 🙂 ➥ You can see it here- The most fascinating part This isn't just about efficiency. The AI is"
X Link 2025-04-04T03:32Z [----] followers, [----] engagements
"My Notes from the book - Clean Code Pro Tip - Clean code is a mindset not a checklist. [--]. Leave the code better than you found it. Even small improvements add up over time. [--]. Think Before You Name A well-chosen name can make a world of difference in code readability. Aim for intention-revealing pronounceable and searchable. [--]. Functions = Strive for small single-purpose functions with minimal arguments and clear names. Avoid side effects and aim for one level of abstraction per function. [--]. Comments Should Add Value Don't state the obvious. Instead use comments to explain why something is"
X Link 2025-04-07T16:34Z [----] followers, 15.4K engagements
"Docker Workflow Docker emerged from dotCloud a Platform-as-a-Service (PaaS) company. It started as an internal project by Solomon Hykes in France aimed at simplifying application deployment. [----] = Docker was first unveiled at PyCon. It quickly gained popularity due to its innovative approach to containerization. Docker was released as open-source in March [----]. - Developer Pain Points = developers struggled with inconsistent application environments across different stages Operational Efficiency Cloud Adoption Alright Let's understand the - [--]. Develop Write your application code. 2."
X Link 2025-04-09T03:09Z [----] followers, 18.5K engagements
"@swapnakpanda Thanks Swapna. @coderabbitai is indeed genuinely amazing"
X Link 2025-04-10T06:26Z [----] followers, [---] engagements
"Code Review Tips Don't forget to follow - @techNmak"
X Link 2025-04-12T06:55Z [----] followers, 15.1K engagements
"Understanding Serverless. Enjoy Follow @techNmak for more"
X Link 2025-04-12T11:45Z [----] followers, 34.4K engagements
"Stateless Service Design. Enjoy Follow - @techNmak"
X Link 2025-04-13T10:09Z [----] followers, 23.5K engagements
"Understanding OAuth [---] - Enjoy OAuth [---] stands for Open Authorization [---] It is an authorization framework not an authentication protocol. Purpose - Allows third-party applications to access user resources without exposing user credentials Key Roles in OAuth [---] Resource Owner - The user who owns the protected resources Client - The application requesting access to protected resources Resource Server - The server hosting the protected resources Authorization Server - The server issuing access tokens after user consent Standard OAuth Flow (Authorization Code) [--]. Client redirects user to"
X Link 2025-04-14T14:43Z [----] followers, 32.7K engagements
"How Git Works (1/8)"
X Link 2025-04-15T22:49Z [----] followers, 84.9K engagements
"Git Commands every developer must know"
X Link 2025-04-17T06:36Z [----] followers, [----] engagements
"@techyoutbe Great comparison well put"
X Link 2025-04-18T05:48Z [----] followers, [---] engagements
"Software Development Best Practices Follow @techNmak"
X Link 2025-04-18T08:24Z [----] followers, 162.6K engagements
"Write-Ahead Logging (WAL) WAL ensures data integrity by writing changes to a log before applying them to the main database. When systems crash they recover by replaying the log. ➟ Log first modify later. ♞ Log contains operation type affected data old/new values Ensures atomicity through careful write ordering Example:timestamp INSERT INTO users VALUES (123'Alice') ♞ Divides log into manageable chunks Allows archiving/deletion of older segments Reduces recovery time ♞ In-memory buffering with strategic flushing Group commits for higher throughput Carefulfsync()usage for durability ♞ "
X Link 2025-04-25T05:04Z [----] followers, [---] engagements
"Write-Ahead Logging (WAL) WAL ensures data integrity by recording changes to a log applying them to the main database. If a system crashes it can recover by the log to restore a consistent state. ➟ Log first apply later. ♞ Log entries typically include enough detail to or operations such as operation type affected data old/new values transaction IDs and log sequence numbers (LSNs) Atomicity is achieved by careful log sequencing and durable writes Example - timestamptxn_idLSN INSERT INTO users VALUES (123 'Alice') ♞ Break the log into fixed-size segments for easier management Enables"
X Link 2025-04-25T05:30Z [----] followers, 22.8K engagements
"AI Agent Design Patterns Follow - @techNmak"
X Link 2025-04-26T13:28Z [----] followers, 35.2K engagements
"LLM = Smart but works only with what it remembers from training. RAG = Smart + can look things up to be more informed and up-to-date. Agent = Smart + can decide what to do next to achieve a goal using tools memory or plans"
X Link 2025-04-28T14:56Z [----] followers, 75.9K engagements
"Let's understand DOCKER Follow the 🧵"
X Link 2025-04-29T13:19Z [----] followers, 111.6K engagements
"GIT Cheatsheet. Enjoy Follow @techNmak"
X Link 2025-05-02T14:00Z [----] followers, 82K engagements
"Partitioning vs Sharding Follow @techNmak"
X Link 2025-05-04T05:09Z [----] followers, 80.9K engagements
"Could AI agents finally stop making things up might be the answer. (It's 100% open-source) Imagine being able to build customer-facing AI that stays on message without sounding like it's reading from a script. That's what Parlant is tackling ➟ the core problem that every conversational AI developer knows too well. Most solutions force you to choose between wooden predictable bots or natural-sounding agents that occasionally go rogue with customers. Parlant found another way. It uses what they call "atomic guidelines" - essentially context-specific rules that tell the AI when to do what. What"
X Link 2025-05-07T07:25Z [----] followers, 47.9K engagements
"MongoDB is primarily written in C++ but utilizes JavaScript for its shell and Python for some tools and drivers. 📌 Let's understand - MongoDB ✰ At its core MongoDB = NoSQL document-oriented database. ✰ Traditional relational databases = store data in tables and rows But ✰ MongoDB = 'internally' = stores data in a binary format called BSON (Binary JSON). ✰ BSON is a superset of JSON. ✰ It can represent everything JSON can plus additional data types like dates and binary data. ✰ BSON is more compact than JSON reducing storage space and improving performance. ✰ This structure allows for a more"
X Link 2025-05-08T13:40Z [----] followers, 23.3K engagements
"Nobody remembers a fast app but theyll never forget a slow one. 😬 Follow @techNmak"
X Link 2025-05-09T09:16Z [----] followers, 41.1K engagements
"🚨🚨🚨 The web development landscape continues to evolve rapidly yet certain resources remain consistently valuable. Thinking back to how we've moved from jQuery to today's component architectures reminds me how far we've come. Months after my initial review I find myself still referencing @maxedapps's React book regularly. Its practical approach makes it even more valuable to me now than when I first reviewed it. My journey with React began around 2017-2018 when I was reluctant to switch to it (being invested in Angular at the time). That perspective gives me a deeper appreciation for how"
X Link 2025-05-10T12:45Z [----] followers, 12.8K engagements
"Understanding Serverless. Enjoy Follow @techNmak for more"
X Link 2025-05-11T00:57Z [----] followers, 35.3K engagements
"Database Index Types Pro Tip - Don't Index Everything. More indexes better performance. Each index adds overhead for data modifications (inserts updates deletes). Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with pointers to data"
X Link 2025-05-11T20:29Z [----] followers, [----] engagements
"🚨🚨🚨This is a perfect opportunity for anyone interested in C# and .NET. Ive learned a lot from @markjprice's books over the years - theyve always been practical and easy to follow. Right now theres a Humble Bundle with a whole collection of his books (and more) at a great price. Charity alert : Part of what you pay goes to . If youre looking to level up your .NET skills or just want some quality tech reads Id definitely recommend checking it out. Link is in the comments. If youre a serious learner grab the opportunity"
X Link 2025-05-12T14:37Z [----] followers, [----] engagements
"AI Agent Design Patterns. Follow @techNmak"
X Link 2025-05-14T17:50Z [----] followers, 58.2K engagements
"Learn these to level up your skills. 👇 Every backend system needs a way to handle requests and perform tasks. The way you choose to do this is called an execution pattern. It's a fundamental architectural decision that significantly impacts your app's performance and scalability. 📌 Here are the big three you need to know - [--]. Thread-per-Request Each incoming request gets its own thread. That thread does everything for that request - reads data processes it sends the response. + Good for simple apps or when you need strong isolation between requests (so one crash doesn't bring down the"
X Link 2025-05-18T08:07Z [----] followers, 13.6K engagements
"Understanding REDIS Cache Follow @techNmak for more"
X Link 2025-05-18T11:33Z [----] followers, 40.4K engagements
"Working with APIs Docs - Just make a simple GET request. Reality - You'll need [--] headers and [--] tokens and [--] days to get that information from the API team. #SoftwareDevelopment"
X Link 2025-05-21T16:44Z [----] followers, [---] engagements
"@techyoutbe This is promising Thanks for sharing"
X Link 2025-05-21T18:09Z [----] followers, [---] engagements
"LLM Course Course Link - https://huggingface.co/learn/llm-course/chapter1/1 https://huggingface.co/learn/llm-course/chapter1/1"
X Link 2025-05-25T09:52Z [----] followers, [---] engagements
"MCP Course Course Link - https://huggingface.co/learn/mcp-course/unit0/introduction https://huggingface.co/learn/mcp-course/unit0/introduction"
X Link 2025-05-25T09:52Z [----] followers, [---] engagements
"Agents Course Course Link - https://huggingface.co/learn/agents-course/unit0/introduction https://huggingface.co/learn/agents-course/unit0/introduction"
X Link 2025-05-25T10:08Z [----] followers, [---] engagements
"Deep RL Course Course Link - https://huggingface.co/learn/deep-rl-course/unit0/introduction https://huggingface.co/learn/deep-rl-course/unit0/introduction"
X Link 2025-05-25T10:09Z [----] followers, [---] engagements
"Computer Vision Course Course Link - https://huggingface.co/learn/computer-vision-course/unit0/welcome/welcome https://huggingface.co/learn/computer-vision-course/unit0/welcome/welcome"
X Link 2025-05-25T10:09Z [----] followers, [---] engagements
"Audio Course Course Link - https://huggingface.co/learn/audio-course/chapter0/introduction https://huggingface.co/learn/audio-course/chapter0/introduction"
X Link 2025-05-25T10:10Z [----] followers, [---] engagements
"ML for Games Course Course Link - https://huggingface.co/learn/ml-games-course/unit0/introduction https://huggingface.co/learn/ml-games-course/unit0/introduction"
X Link 2025-05-25T10:10Z [----] followers, [---] engagements
"Diffusion Models Course Course Link - https://huggingface.co/learn/diffusion-course/unit0/1 https://huggingface.co/learn/diffusion-course/unit0/1"
X Link 2025-05-25T10:10Z [----] followers, [---] engagements
"ML for 3D Course Course Link - https://huggingface.co/learn/ml-for-3d-course/unit0/introduction https://huggingface.co/learn/ml-for-3d-course/unit0/introduction"
X Link 2025-05-25T10:11Z [----] followers, [--] engagements
"@ycombinator @EmergentLabsHQ @mukundjha @madhavjha @EmergentLabsHQ approach could also foster more innovation by lowering barriers and enabling more people to bring their ideas to life quickly. Congratulations on the launch"
X Link 2025-05-27T17:54Z [----] followers, [---] engagements
"LLM = Smart but works only with what it remembers from training. RAG = Smart + can look things up to be more informed and up-to-date. Agent = Smart + can decide what to do next to achieve a goal using tools memory or plans"
X Link 2025-05-29T06:02Z [----] followers, 89.4K engagements
"In the last [--] months [----] of you chose to hit that follow button. I didnt expect this kind of support and Im truly grateful for each one of you. If youre into tech AI software development or just love learning and building Id love to have you here. Thank you :) @Shefali__J @swapnakpanda @denicmarko @RitikaAgrawal08 @vivek_naskar @petarivanovv9 @systemdesignone @RaulJuncoV @Abhishekcur @Dhanush_Nehru @_jaydeepkarale @Sumanth_077"
X Link 2025-06-01T06:41Z [----] followers, [----] engagements
"AI Agent Design Patterns enjoy Please support and follow: @techNmak"
X Link 2025-06-01T17:16Z [----] followers, 39.8K engagements
"Still paying $$$ for dev work I just shipped an app for the price of coffee. Typed a prompt. Got a fully functional Data Structure Visualization Tool ➞ live with auth database analytics and REST API. No code. No integrations. No API keys. No setup screens. Heres what blew my mind: ✩ Everythings built-in. No external services to connect no hidden steps. ✩ Frontend backend deployment ➞ done in minutes. ✩ Want analytics user auth or file storage Already there. ✩ Need automation Zapier webhooks and thousands of integrations ➞ just a click away. Describe your idea ➞ watch Base44 generate the"
X Link 2025-06-03T08:00Z [----] followers, 44.2K engagements
"Weve taught agents to use tools (thanks MCP). Weve let them talk to each other (enter A2A). But what about talking to us Thats where AG-UI comes in finally making it simple for agents and users to interact live in any app. Meet AG-UI (Agent-User Interaction Protocol) from @CopilotKit (AG-UI) - the open lightweight protocol that standardizes communication between AI agents and frontend apps. AG-UI streams a unified sequence of structured JSON events (messages tool calls state updates and more) over standard HTTP with Server-Sent Events (SSE) or optionally via binary channels. It's"
X Link 2025-06-04T05:57Z 12.2K followers, [----] engagements
"The new standard for connecting AI Agents and User Interfaces :) Check out the AG-UI GitHub: https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
X Link 2025-06-04T05:58Z 12.3K followers, [---] engagements
"@techyoutbe @headai_io This looks promising 🤗"
X Link 2025-06-04T15:21Z [----] followers, [---] engagements
"Microservices are great for building flexible and scalable systems but they also bring the challenge of getting those independent services to work together smoothly. Collaboration patterns are the key to making this happen. [--]. = Keeping Things Consistent You're booking a flight and a hotel. You want BOTH to be confirmed or NONE at all. Sagas handle this. Break down a big task into smaller steps each handled by a different microservice. If one step fails the others 'undo' their changes. = Two Flavors : Choreography - Services chat via events ('Flight booked' 'Hotel booked' 'Oops flight"
X Link 2025-06-05T05:49Z [----] followers, 25.4K engagements
"@MarkusOdenthal Go with Typescript"
X Link 2025-06-08T04:19Z [----] followers, [--] engagements
"When I started coding I used to think the best devs were the ones who had all the answers. The ones who could name every method shortcut tool from memory. Id watch tutorials read docs and still feel like I was miles behind. But then I worked with this one dev on a project not the loudest not the fastest just calm. Every time something broke he didnt panic. Hed quietly walk through the problem ask simple questions and somehow always figure it out. I once asked How do you know so much He said: I dont. I just really understand the basics. Once you get that you can figure most things out. That"
X Link 2025-06-09T13:46Z [----] followers, [----] engagements
"I'll explain the to you and introduce you to an amazing tool. I will keep it very simple and straightforward. [--]. You have a remote repository on a server (File exists). Your local machine has no project files yet. [--]. Copies the entire remote repository (File ) to your local machine. Creates a local repository linked to the remote one. [--]. You create a new file (File ) in your local working directory. This file is untracked by Git at this point. [--]. . Stages all changes (including the new file ) in the working directory. Prepares them to be included in the next commit. [--]. - "" Takes a"
X Link 2025-06-11T05:28Z [----] followers, 33.2K engagements
"@techyoutbe Sounds promising Thanks for sharing"
X Link 2025-06-11T15:34Z [----] followers, [---] engagements
"If you like engineering you should read this before touching distributed systems. (Hard truths of Distributed Systems) 1./ No matter how perfect your code or infrastructure parts of your system will fail. Machines die networks glitch clocks drift and bugs survive staging. 👉 Design for failure first and success second. Assume every network call might fail every service might become unreachable and every disk might corrupt. 2./ We often say eventual consistency like its a magic fix. But in practice its a sliding scale: how eventual is too eventual Seconds Minutes 👉 Real-world systems must"
X Link 2025-06-13T04:24Z [----] followers, 40.4K engagements
"I've been using for years now and I absolutely love it. Let me explain the message/event flow in simple terms. Give it a read. 👇 .😉 LinkedIn engineers = faced difficulties in tracking website metrics activity streams and other operational data. A team of engineers = led by @jaykreps @nehanarkhede and @junrao started developing a distributed publish-subscribe messaging system that could handle high-throughput low-latency data streams. This system eventually became Apache Kafka. It was open sourced in early [----]. The name 'Kafka' was chosen by Jay Kreps. He named the system after the"
X Link 2025-06-20T07:03Z [----] followers, 49.9K engagements
"Weve solved tool access with MCP. Weve unlocked agent collaboration with A2A. But agents were still locked away trapped in the backend invisible to users. -. AG-UI is the open protocol that brings agents into the interface -. ✅ : 16+ event types (messages tool calls state updates user prompts and more) ✅ -: Streams over HTTP (SSE) WebSocket or webhooks no polling no glue code ✅ : UI and agent stay perfectly in sync ✅ : Swap backends or UIs freely AG-UI sits cleanly in the middle ✅ -: Works with LangGraph CrewAI Mastra AG2 and more Why does this matter @CopilotKit (AG-UI) : MCP for tools A2A"
X Link 2025-06-20T20:34Z 12.3K followers, [----] engagements
"The future of agentic apps is interactive real-time and user-first. Support open source and star the repo - https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
X Link 2025-06-20T20:34Z 12.3K followers, [---] engagements
"As I said developers are already loving it. Released less than a month ago AG-UI is gaining serious traction. It has already crossed [---] and is being used by . GitHub Link - https://go.copilotkit.ai/ag-ui-github https://go.copilotkit.ai/ag-ui-github"
X Link 2025-06-20T20:34Z 12.2K followers, [---] engagements
"Creational Design Patterns = to manage object creation and dependencies - Don't overengineer = only use patterns when they provide a clear benefit. Patterns are tools not rules. 😉 Keep it Simple. 📌 - [--]. Singleton Pattern Ensure a class has only one instance and provide a global point of access to it. Use it - When you need exactly one instance of a class = logger configuration manager thread pool etc. When the sole instance needs to be globally accessible throughout the application. ⚠ Use sparingly to avoid global state issues. Makes testing difficult. May be considered an anti-pattern in"
X Link 2025-06-23T06:26Z [----] followers, [----] engagements
"AI Agent Design Patterns AI agents are becoming increasingly sophisticated capable of performing complex tasks autonomously. The most powerful AI systems combine multiple patterns : - A system might start withplanningto structure a complex task - Usetool useto gather information from external sources - Applyreflectionto evaluate and refine its approach - ImplementReActcycles to ground reasoning in real-world feedback - Leveragemulti-agent collaborationwhen specialized expertise is needed These design patterns are implemented on top of several core capabilities : - Memory systems - For"
X Link 2025-06-24T05:30Z [----] followers, [----] engagements
"@swapnakpanda Great book"
X Link 2025-06-25T17:59Z [----] followers, [---] engagements
"If you write code you should read this 👇 My notes from the famous book - Clean Code Pro Tip - Clean code is a mindset not a checklist. [--]. Leave the code better than you found it. Even small improvements add up over time. [--]. Think Before You Name A well-chosen name can make a world of difference in code readability. Aim for intention-revealing pronounceable and searchable. [--]. Functions = Avoid side effects and aim for one level of abstraction per function. [--]. Comments Should Add Value Don't state the obvious. Consistent formatting improves readability and reduces cognitive load. Establish a"
X Link 2025-06-27T05:08Z 10.2K followers, 11.4K engagements
"Let's understand Git Merge & Rebase 🔰 Git provides two powerful tools for integrating changes from one branch (often a feature branch) into another (often the main branch) Merge and Rebase. While both achieve the same goal of combining code they differ significantly in how they accomplish it. Let's learn - ✔ Git Merge Merging creates a new commit that acts as a checkpoint recording the integration of the two branches involved. It visually shows that two separate lines of development were merged at a specific point. Steps - [--]. Checkout the target branch (typicallymain). [--]. Rungit mergewith"
X Link 2025-06-27T14:20Z 10.1K followers, [----] engagements
"@systemdesignone Well explained neo"
X Link 2025-06-27T18:00Z [----] followers, [---] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each incoming connection (like traditional models). Instead it relies on a single (or a few) worker processes to manage multiple connections"
X Link 2025-06-28T04:57Z 10.2K followers, 70.1K engagements
"Microservices - Best Practices [--]. Design for failure ➟ Microservices should be designed to tolerate failure at every level from infrastructure to individual services. ➟ Use techniques such as circuit breakers bulkheads & graceful degradation. [--]. Keep services small and focused ➟ A microservice should be designed to do one thing well. [--]. Use lightweight communication protocols ➟ Microservices should communicate with each other using lightweight protocols such as REST gRPC or messaging queues. ➟ This helps to reduce overhead and increase performance. [--]. Implement service discovery ➟"
X Link 2025-06-30T13:51Z 10.2K followers, 17.6K engagements
"System design interviews arent hard because you dont know enough. Theyre hard because you have to balance clarity depth and time all at once. Its not a tech quiz. Its a communication test wrapped inside a technical one. And heres where most people slip: They spend too long setting up the basics Dive too deep into one component Run out of time before reaching trade-offs The result An incomplete answer that doesnt reflect what you actually know. My friend Kamran (@aTechGuide) created a FREE 7-day email course to help you approach system design interviews like a structured conversation not a"
X Link 2025-07-01T06:57Z 10.2K followers, 34.7K engagements
"You dont really know your code until it runs in production. And when it does things often behave differently. You write clean code. You test it. You ship it. And then in prod things go sideways. Sometimes subtly. Sometimes in ways no one saw coming. Its not because you missed something. Its just that once code hits the real world with actual traffic edge cases timing issues everything changes. Thats where Hud comes in. Hud captures how your code actually behaves in production and puts that context right where you need it. No logs to sift through. No dashboards to stare at. Just a live view of"
X Link 2025-07-03T09:17Z 10.2K followers, [----] engagements
"If you work with databases especially as a software developer it's important to understand the difference between partitioning and sharding. 📌 = the process of splitting a large table or index into smaller more manageable pieces called partitions. But remember These partitions reside within the same database instance sharing the same resources and management system. They cannot span multiple databases. But they can be distributed across multiple storage devices within the same server. The database system parses the incoming query and based on the partition key values it determines which"
X Link 2025-07-04T06:08Z 10.3K followers, 52.7K engagements
"Every developer should know Git. Ive created a handbook with examples to help you understand it better. Follow me and comment 'Git' and Ill send you the complete PDF handbook via email or DM. Follow @techNmak"
X Link 2025-07-05T15:23Z 10.2K followers, [----] engagements
"Most conversational agents look good in the first turn. They greet you answer your prompt maybe even feel helpful. But in reality conversations arent just that one turn and you need the agent to behave throughout the whole conversation. When users describe problems in their own words skip steps go off track or change direction thats when things get messy. Theres deep complexity to handling all of this correctly that too few are talking about. Thankfully there's an open source project that tackles these alignment issues head on. I've been using it and it's awesome. I recommend you take a look"
X Link 2025-07-07T13:48Z 10.2K followers, [----] engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders Agentic AI is transforming how we build intelligent systems from single-shot prompts to autonomous multi-step workflows. If you're serious about building agents that can reason act and improve over time heres a grounded and complete roadmap to guide your journey: [--]. Agentic AI Foundations Understand what makes an AI agentic. Learn how agents differ from traditional models emphasizing autonomy tool-use memory and long-term planning. Study foundational patterns like ReAct AutoGPT and Plan-and-Execute to grasp how agents reason and act"
X Link 2025-07-08T08:02Z 10.3K followers, [----] engagements
"Java versions Java - JDK [--] is set to release this year in September. And Im pretty sure the majority of projects still use Java [--]. (Maybe [--] if theyre feeling modern.) Here are some critical tips to help you learn and survive in the Java ecosystem: 1./ Master Java Basics 2./ Check Documentation Regularly 3./ Hands-On Coding Projects 4./ Understand Deprecated Features 5./ Experiment with New Features 6./ Contribute to Open Source 7./ Continuous Learning (It always takes time to master things) Java [--] features (targeted so far): 🔹 PEM Encodings of Cryptographic Objects (Preview) 🔹 Stable"
X Link 2025-07-12T04:43Z 10.2K followers, [---] engagements
"@systemdesignone Great collection of books 📚"
X Link 2025-07-12T12:26Z 10.2K followers, [---] engagements
"More indexes better performance. Pro Tip ➺ Don't Index Everything. Why ➟ Each index adds overhead for data modifications (inserts updates deletes). ➟ Focus on columns frequently used in WHERE JOIN ORDER BY or GROUP BY clauses. Database Index Types - [--]. Clustered Index Physically reorders data rows based on the index key. One per table. Significantly speeds up range queries (e.g. find all orders between date X and Y) and queries on the indexed column(s). Can slow down data modifications (inserts updates deletes) due to reordering. [--]. Non-Clustered Index Creates a separate structure with"
X Link 2025-07-13T05:49Z 10.5K followers, 36.1K engagements
"You dont really learn Git until you break something important. Essential Git commands - 📌 Configuration & Setup git config- Configure Git settings (username email preferences) git init- Initialize new Git repository git clone- Create local copy of remote repository git help- Display command help information 📌 Core Workflow git add- Stage changes for next commit git commit- Record changes permanently in history git status- Show working directory state git diff- Display file differences git rm- Remove files from Git tracking git mv- Move/rename files with Git tracking 📌 Branch Management git"
X Link 2025-07-14T09:12Z 10.5K followers, [----] engagements
"Not all AI agents are created equal. Some just wrap a model. Others plan adapt and collaborate. Here are [--] levels of AI agents from simple wrappers to fully adaptive systems. If you're building smarter automations or trying to understand agent architecture this breakdown is for you 👇 1./ - A basic wrapper around an LLM. - Takes input sends to model returns output. - No reasoning. No memory. Just pass-through generation. 2./ - Adds simple logic. - Routes inputs to different prompts models or tools based on rules. - Still lacks deep understanding or flexibility. 3./ - - Knows when and how to"
X Link 2025-07-15T12:54Z 10.5K followers, [----] engagements
"@yoanngueny nirvana"
X Link 2025-07-16T20:53Z 10.3K followers, [--] engagements
"Java Versions - A Quick Walkthrough 🚨🚨🚨 Java - JDK [--] is set to release this year in September. --- Do you know --- Is it Java [---] or Java [--] Java Versioning : Java [--] & Prior - Java's versioning convention has been somewhat unconventional in comparison to other software versioning systems. - In the past Java versions had a major version number followed by a minor version number like "1.5" or "1.6." This was reflective of the language's initial development and its early version history. - The original naming convention for Java versions was to use the "Java SE x.y" format where x was the"
X Link 2025-07-17T12:41Z 10.5K followers, [----] engagements
"@systemdesignone Excellent collection of repositories 🔥"
X Link 2025-07-17T13:58Z 10.5K followers, [---] engagements
"@tavilyai just did something cool. They teamed up with to launch an MCP server basically a layer that helps AI coding tools like Cursor understand and integrate Tavilys API correctly. Instead of relying on outdated LLM knowledge or static docs the MCP gives AI assistants live access to Tavilys latest documentation best practices and even lets them test queries directly. One word - Awesome This is how dev tools will quietly win in the AI era. Great work @ToriSeidenstein @rweiss57 @DustinPulver @LTzanani http://tadata.com http://tadata.com http://tadata.com http://tadata.com"
X Link 2025-07-18T16:05Z 10.5K followers, [---] engagements
"Nobody remembers a fast app but theyll never forget a slow one. 😬 What is Caching Caching = concept of storing frequently used data in a temporary location that is faster to access than the original source. Databases are often the backbone of applications storing critical information. But fetching data from a database can be a relatively slow operation especially for complex queries or large datasets. So If we cache the data we can - [--]. Significantly improve response times. [--]. Reduce the load on the database. [--]. Provide a smoother user experience. The Strategies. ✔ - . [--]. - The application"
X Link 2025-07-20T06:53Z 12.6K followers, 47.3K engagements
"If AI can do your job you were never doing the hard parts If you think prompt engineering is software engineering you're delusional If your value is writing boilerplate code you have no value"
X Link 2025-07-21T08:05Z 10.5K followers, [---] engagements
"Most code reviews are just senior devs flexing. Theyll reject your PR over formatting while ignoring the logic bomb you planted. It's not about better code. It's about showing who's in charge. [--] signs your code review process is broken - 1./ Reviews focus on style nits instead of business logic 2./ One person always has a problem with everyone's code 3./ PRs sit for days because reviewers are too busy 4./ Feedback thats just criticism in disguise"
X Link 2025-07-21T14:59Z 10.5K followers, [----] engagements
"I've a 🚨AI agents can now literally talk to your frontend.🚨 Im not talking about async logs or static outputs. I mean real-time messages live tool events and actual back-and-forth all happening inside your app UI. Thats what @CopilotKit (AG-UI) enables. ' : 🔥 AG-UI now supports . This means . Get started npx create-ag-ui-app@latest AG-UI is 100% open source (MIT licensed). It's simple to plug in easy to build on"
X Link 2025-07-22T16:14Z 10.5K followers, [----] engagements
"🚨 Breaking: This company is about to create a billion developers. @lovable_dev is changing how software gets built again. People are building [---] $ worth of software in minutes. These are some of the best creations with Lovables new AI Agent 👇"
X Link 2025-07-23T14:40Z 10.5K followers, [----] engagements
"A 3D landing page built on Lovable in minutes. No boilerplate. No setup. Just an idea and a prompt. This isnt just faster dev. Its turning ideas into momentum"
X Link 2025-07-23T14:40Z 10.5K followers, [---] engagements
"An AI language learning app built on Lovable. 💬 Talk to AI in real-life scenarios ✅ Get instant feedback 🌍 Practice any language anytime"
X Link 2025-07-23T14:40Z 10.5K followers, [---] engagements
"Writing modular code isnt just for clean code points it makes collaboration and scaling so much easier. Heres how. 👇"
X Link 2025-07-28T09:09Z 10.6K followers, 25.9K engagements
"➊ Design ➟ Single Responsibility Each module/class/function should do one thing. This is the core of theSingle Responsibility Principle (SRP) a pillar of SOLID design. ➟ Loose Coupling Modules should have minimal dependencies. This ensures easier reuse and lower maintenance cost. ➟ High Cohesion Related functionality should be grouped together for better clarity and maintainability"
X Link 2025-07-28T09:09Z 10.5K followers, [---] engagements
"You dont need more ML engineers. You need one NEO. [--] agents working in sync from data cleaning to deployment. It doesnt assist. It builds. Start to finish. @withneo is the first Agentic ML engineer. A system that thinks learns and ships pipelines like a pro. Join the waitlist: https://heyneo.so/waitlist Introducing NEO: The first Agentic Machine Learning Engineer. It works like a full-stack ML engineer that never sleeps: handling data exploration feature engineering training tuning deployment and monitoring end to end. Powered by [--] specialized agents NEO runs https://t.co/dQKq2ebdLl"
X Link 2025-07-30T17:00Z 10.6K followers, [----] engagements
"Prompting isnt just asking the AI a question. Its a deliberate engineered input design process and a critical skill when working with Large Language Models (LLMs). Let's breakdown the prompting techniques. ✅ [--]. Core Prompting Techniques Zero-shot - No examples provided. Just the task. One-shot - One example shown before the task. Few-shot - A handful of examples used to teach patterns. 🧠 [--]. Reasoning-Enhancing Techniques Chain-of-Thought (CoT) - Encourage step-by-step reasoning. Self-Consistency - Sample multiple CoTs; choose the best. Tree-of-Thought (ToT) - Explore multiple reasoning paths"
X Link 2025-08-02T08:46Z 10.6K followers, [----] engagements
"📖📚 Take your first step in building modern-day component-based scalable web apps using the latest features and capabilities of React [--] TypeScript and Next.js with this easy-to-follow guide https://www.amazon.com/Learn-React-TypeScript-real-world-production-ready/dp/1836643179/ https://www.amazon.com/Learn-React-TypeScript-real-world-production-ready/dp/1836643179/"
X Link 2025-08-05T11:04Z 10.7K followers, [---] engagements
"Let's talk about - Redis 1./ Redis wasn't born in a lab it was born from frustration. 😉 How ➸ Back in [----] Salvatore Sanfilippo needed a faster way to analyze website traffic for his startup. Existing databases just couldn't keep up. ➸ So he built his own solution = Redis (a super-fast data store that lives in your computer's memory.) It was a game-changer and it's still transforming how we handle data today. Read more 👇 __ 👍 Follow - @techNmak #softwaredevelopment #redis #databases"
X Link 2025-08-06T04:47Z 11.9K followers, 57.8K engagements
"' REDIS . Redis = REmote DIctionary Server initially designed to be a remote data structure server accessible over the network. open-source in-memory data store. functions mainly as a key-value database but goes beyond by offering a variety of data structures like strings lists sets sorted sets hashes etc. primarily resides in RAM providing incredibly fast read and write operations. options for persistence to disk ensuring data durability. . As we discussed - Unlike traditional databases that primarily store data on disk Redis keeps its entire dataset in memory (RAM). - This eliminates the"
X Link 2025-08-06T04:47Z 11.7K followers, [----] engagements
"Lovable + GPT [--] built me a job preparation app for developers From resume tailoring to AI-powered mock interviews everything you need to prep apply and practice is in one place. All with just one prompt. 😮"
X Link 2025-08-08T05:24Z 11.7K followers, [----] engagements
"Heres the dashboard. It tracks everything that actually matters when youre job hunting: ✅ Applications & interview progress ✅ Resume & skill optimization ✅ Real-time prep score + response rate All in one view"
X Link 2025-08-08T05:24Z 10.9K followers, [---] engagements
"@denicmarko Python Java bash javascript"
X Link 2025-08-08T05:49Z 10.9K followers, [--] engagements
"LLM = Smart but works only with what it was trained on. Its knowledge is fixed after training and when it lacks relevant information it may generate plausible-sounding but incorrect answers (hallucinations). RAG = Smart + can look things up in real time. It retrieves specific relevant information from an external source and combines it with the LLMs reasoning to give more accurate up-to-date answers. Still if retrieval is poor or ignored hallucinations can happen. Agent = Smart + can decide what to do next to reach a goal. It reasons through problems chooses and uses the right tools (like web"
X Link 2025-08-10T06:00Z 12.3K followers, 196.8K engagements
"If you like engineering you should read this before touching distributed systems. (Hard truths of Distributed Systems) 1./ No matter how perfect your code or infrastructure parts of your system will fail. Machines die networks glitch clocks drift and bugs survive staging. 👉 Design for failure first and success second. Assume every network call might fail every service might become unreachable and every disk might corrupt. 2./ We often say eventual consistency like its a magic fix. But in practice its a sliding scale: how eventual is too eventual Seconds Minutes 👉 Real-world systems must"
X Link 2025-08-11T05:42Z 11.8K followers, 28.7K engagements
"@Shefali__J @Newsbang_AI In love with this app ❤"
X Link 2025-08-11T07:13Z 11.4K followers, [--] engagements
"@Arindam_1729 @Astrodevil_ @jandotai @nebiusaistudio @Zai_org @Alibaba_Qwen Great work 👍"
X Link 2025-08-13T16:37Z 11.7K followers, [--] engagements
"@RitikaAgrawal08 Happy Independence Day"
X Link 2025-08-15T14:11Z 11.9K followers, [--] engagements
"8 Linux Command Mistakes I See Developers Make All the Time. Give it a read 👇 [--]. Unlike some operating systems spaces in filenames and paths must be properly escaped or quoted in Linux. Forgetting this leads to "file not found" errors and confusion. Example: cd My Documents ❌ It needs to be - cd 'My Documents' ✅ or cd My Documents ✅ ------------ [--]. Linux is case-sensitive. 'myfile.txt' is different from 'MyFile.txt'. Tab completion can help avoid mistakes but awareness is key. ------------ [--]. Files and directories starting with a '.' are hidden by default. Use 'ls -a' to reveal them and"
X Link 2025-08-18T02:47Z 12.1K followers, [----] engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders Agentic AI is transforming how we build intelligent systems from single-shot prompts to autonomous multi-step workflows. If you're serious about building agents that can reason act and improve over time heres a grounded and complete roadmap to guide your journey: [--]. Agentic AI Foundations Understand what makes an AI agentic. Learn how agents differ from traditional models emphasizing autonomy tool-use memory and long-term planning. Study foundational patterns like ReAct AutoGPT and Plan-and-Execute to grasp how agents reason and act"
X Link 2025-08-25T08:09Z 12.1K followers, [----] engagements
"Software debugging is dead. Other vibe coding tools ship broken apps and hope youll fix them. Lindy Build is different: it writes tests clicks through and fixes your app before you ever touch it. The first AI builder that actually ships working software. 👇"
X Link 2025-08-29T12:54Z 12.3K followers, 24.3K engagements
"Other vibe coders: AI builds Human fixes AI builds Human fixes. Lindy Build: AI builds AI tests AI fixes. You just get a working app"
X Link 2025-08-29T12:54Z 12.1K followers, [---] engagements
"Software Development Best Practices Follow @techNmak"
X Link 2025-09-05T04:55Z 12.6K followers, 95K engagements
"9 core patterns for building Fault-Tolerant Applications Fall seven times stand up eight. Follow @techNmak for more :)"
X Link 2025-09-06T03:04Z 12.3K followers, 29.9K engagements
"1. Circuit Breaker Acts like an electrical circuit breaker. When a service experiences repeated failures the circuit breaker 'trips' & stops sending requests to that service for a period of time. This allows the failing service to recover without being overwhelmed. The main circuit breaker states - Closed: Requests are allowed to pass through. Open: Requests are immediately rejected with an error. effective for protecting against cascading failures & isolating problematic services"
X Link 2025-09-06T03:04Z 12.3K followers, [---] engagements
"2. Retry When a request fails the system automatically retries it a certain number of times before giving up. This can help overcome transient errors like network glitches or temporary unavailability. Improves system availability and can mask transient errors. Be mindful of retry storms (where excessive retries overload the system) and implement exponential backoff (increasing the time between retries)"
X Link 2025-09-06T03:04Z 12.3K followers, [---] engagements
"What is Retrieval-Augmented Generation (RAG) in simple terms 🧠 1./ You ask a question. 2./ The AI doesn't answer from memory. 3./ Instead it first searches a private knowledge base (like your company's docs). 4./ It finds the relevant info. 5./ It uses that info to write a fresh accurate answer. It's an "open-book exam" for LLMs. Follow @techNmak for more such insights. 😊 Image credit - Vectorize #AI #RAG #LLM"
X Link 2025-09-06T08:14Z 12.3K followers, [----] engagements
"How Git Works (1/8)"
X Link 2025-09-07T18:30Z 12.6K followers, 34.3K engagements
"I asked [--] data scientists what they do all day. Majority said. 80% of my job is data cleaning. The other 20% is complaining about the data cleaning"
X Link 2025-09-08T11:51Z 12.3K followers, [----] engagements
"SQL is Rooted in Algebra & Calculus"
X Link 2025-09-09T03:04Z 12.6K followers, [----] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Just as a side thought - Black Friday and Cyber Monday (BFCM) events have gone Agentic. Crazy evolution - Let's come back to the topic. Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each"
X Link 2025-09-10T22:31Z 12.3K followers, [---] engagements
"My doctor told me to reduce stress. I replaced Apache with Nginx. 😉 Let's come back to the topic. Nginx (pronounced "engine-x") - - Web Server - Reverse Proxy - Load Balancer NGINX is a reverse proxy load balancer meaning it manages connections between clients and backend servers. It is free & open-source. It's renowned for its efficiency stability and ability to handle massive loads concurrently. - At its heart Nginx is an event-driven web server. It doesn't dedicate a thread to each incoming connection (like traditional models). Instead it relies on a single (or a few) worker processes to"
X Link 2025-09-11T07:04Z 12.3K followers, [---] engagements
"Big congratulations to the @coderabbitai team on this $60M Series B 🎉 What youre building really matters - helping teams spend less time stuck in reviews and more time actually shipping. Thats a pain every builder knows too well and its inspiring to see you tackling it head-on. This feels like just the beginning of something huge. Excited to watch where you take it from here. 🙌 Were excited to announce that we've raised a $60M Series B to help teams focus on building and shipping with AI instead of endlessly reviewing This round was led by Scale Venture Partners with participation by"
X Link 2025-09-16T14:01Z 12.6K followers, [---] engagements
"Working Code Perfect Code. The unwritten rule of shipping on time. What if the working code could also be the perfect code Let me tell you something interesting. This is possible now thanks to a workflow that lives entirely in the terminal. The workflow: 1./ You prompt your AI agent (Claude Code Cursor CLI Gemini CLI Codex CLI etc.) : "Complete the OAuth flow and get it reviewed by CodeRabbit using command : coderabbit --plain" 2./ The agent writes the code and triggers the review automatically. 3./ CodeRabbit CLI acts as your instant senior-level reviewer right in the terminal. 4./ It hands"
X Link 2025-09-16T15:38Z 12.6K followers, 17K engagements
"Understanding REDIS Cache Follow @techNmak for more"
X Link 2025-09-17T10:41Z 12.6K followers, [----] engagements
"Optimization for LLM Follow @techNmak"
X Link 2025-09-23T17:18Z 12.6K followers, [---] engagements
"System Design Cheat Sheet ----- @techNmak"
X Link 2025-09-30T06:47Z 12.7K followers, [----] engagements
"@_avichawla The bigger picture: tools like Sim are bridging the gap between raw LLM experimentation and maintainable agentic systems. Soon building multi-agent workflows could be as accessible as designing a Figma prototype. 🔥 @simdotai"
X Link 2025-09-30T06:49Z 12.6K followers, [----] engagements
"Linux Cheat sheet. Enjoy Follow @techNmak"
X Link 2025-10-03T16:30Z 12.9K followers, 14.1K engagements
"Master Agentic AI in [----] - A Practical Roadmap for Builders ---- @techNmak"
X Link 2025-10-07T10:34Z 13K followers, [----] engagements
"3. Agent Frameworks & Toolkits Get hands-on with modern agent frameworks that abstract orchestration and reasoning: @LangChain @pyautogen @crewAIInc @MetaGPT_ @AV_Launchpad @DSPyOSS Understand how each handles multi-step workflows dynamic tools and human-in-the-loop supervision"
X Link 2025-10-07T10:34Z 12.7K followers, [--] engagements
"4. Prompt Engineering & Reasoning Master techniques like: - Chain-of-Thought prompting - Few-shot and role-based prompts - Function calling with OpenAI/Anthropic tools - Retrieval-Augmented Generation (RAG) for grounded responses Tools like DSPy now abstract these into structured learnable pipelines"
X Link 2025-10-07T10:34Z 12.7K followers, [--] engagements
"My System Design Cheat Sheet. Enjoy"
X Link 2025-01-18T13:08Z [----] followers, 145.5K engagements
"My cheat sheet on - Database Transactions. Show some love and support to my work"
X Link 2025-02-01T14:38Z 14.4K followers, 48K engagements
"The web development landscape has transformed dramatically over the past decade. From DOM manipulation with jQuery to sophisticated component architectures we've seen a fundamental shift in how we build for the web. While JavaScript remains the powerhouse behind web applications the tools and approaches we use have matured significantly. I still remember when I was working a lot on web development around 2017-2018. Thats when I was first introduced to React. Honestly I didnt like it much at first since I was learning Angular at the time. But things changed over time as React matured and"
X Link 2025-02-07T04:58Z [----] followers, [----] engagements
"Every developer should know Git. Ive created a handbook with examples to help you understand it better. Follow me and comment 'Git' and Ill send you the complete PDF handbook via email or DM. Follow @techNmak"
X Link 2025-02-08T14:24Z [----] followers, 54.2K engagements
"Design Patterns aren't just copy-paste code. They're more like advice on how to solve problems in a clever and reusable way. Enjoy"
X Link 2025-02-09T07:58Z [----] followers, 22.1K engagements
"This is for #java haters. Keep waiting it's not going anywhere. 😆"
X Link 2025-02-10T17:15Z [----] followers, [----] engagements
"@techyoutbe I said that 🙃"
X Link 2025-02-12T11:18Z [----] followers, [--] engagements
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