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[@techNmak](/creator/twitter/techNmak)
"Not all AI agents are created equal. Some just wrap a model. Others plan adapt and collaborate. Here are X 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"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1945104759331152087) 2025-07-15 12:54:47 UTC 10.5K followers, 1925 engagements


"- MongoDB was born out of necessity the founders needed a better database to handle modern web apps. - MongoDB doesnt support traditional SQL joins but it offers $lookup in the aggregation pipeline for basic join functionality. - MongoDB isnt just a database its a core part of how modern apps scale. 🗒 Free Newsletter -"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1946486227940803005) 2025-07-19 08:24:15 UTC 10.5K followers, XXX engagements


"🚨 Breaking: This company is about to create a billion developers. @lovable_dev is changing how software gets built again. People are building XXX $ worth of software in minutes. These are some of the best creations with Lovables new AI Agent 👇"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1948030390062731572) 2025-07-23 14:40:12 UTC 10.5K followers, 7452 engagements


"The future of agentic apps is interactive real-time and user-first. Support open source and star the repo -"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1936160685253415071) 2025-06-20 20:34:14 UTC 10.5K followers, XXX engagements


"There are now multiple clients for AG-UI and it is absolutely easy to create a new client. GitHub Repo - Don't forget to @CopilotKit (AG-UI) 🔥🔥🔥"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1947966379120042244) 2025-07-23 10:25:50 UTC 10.5K followers, 1044 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 XXX% open source (MIT licensed). It's simple to plug in easy to build on"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1947691713541378453) 2025-07-22 16:14:25 UTC 10.5K followers, 5735 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"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1948030397692117127) 2025-07-23 14:40:14 UTC 10.5K followers, XXX 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. X 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"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1947310413705871571) 2025-07-21 14:59:16 UTC 10.5K followers, 1576 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"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1944686326420574555) 2025-07-14 09:12:05 UTC 10.5K followers, 2474 engagements


"The new standard for connecting AI Agents and User Interfaces :) Check out the AG-UI GitHub:"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1930142067717513362) 2025-06-04 05:58:23 UTC 10.5K followers, XXX 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"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1947206273784783153) 2025-07-21 08:05:27 UTC 10.5K followers, XXX 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 - X. Significantly improve response times. X. Reduce the load on the database. X. Provide a smoother user experience. The Strategies. ✔ - . X. - The application"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1946825809756569765) 2025-07-20 06:53:37 UTC 10.5K followers, 46.3K engagements


"An AI language learning app built on Lovable. 💬 Talk to AI in real-life scenarios ✅ Get instant feedback 🌍 Practice any language anytime"  
![@techNmak Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1818381581897412608.png) [@techNmak](/creator/x/techNmak) on [X](/post/tweet/1948030401576083846) 2025-07-23 14:40:15 UTC 10.5K followers, XXX engagements