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# ![@svpino Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::18737039.png) @svpino Santiago

Santiago posts on X about $googl, faster, money, python the most. They currently have XXXXXXX followers and XXX posts still getting attention that total XXXXXXX engagements in the last XX hours.

### Engagements: XXXXXXX [#](/creator/twitter::18737039/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::18737039/c:line/m:interactions.svg)

- X Week XXXXXXXXX -XX%
- X Month XXXXXXXXX +68%
- X Months XXXXXXXXXX -XX%
- X Year XXXXXXXXXX -XX%

### Mentions: XX [#](/creator/twitter::18737039/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::18737039/c:line/m:posts_active.svg)

- X Week XX -XX%
- X Month XXX +11%
- X Months XXX -XXXX%
- X Year XXXXX +4.60%

### Followers: XXXXXXX [#](/creator/twitter::18737039/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::18737039/c:line/m:followers.svg)

- X Week XXXXXXX +0.17%
- X Month XXXXXXX +0.72%
- X Months XXXXXXX +5.90%
- X Year XXXXXXX +12%

### CreatorRank: XXXXXX [#](/creator/twitter::18737039/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::18737039/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::18737039/influence)
---

**Social category influence**
[travel destinations](/list/travel-destinations)  #1128 [technology brands](/list/technology-brands)  XXX% [stocks](/list/stocks)  #2095 [finance](/list/finance)  XXXX% [social networks](/list/social-networks)  XXXX% [countries](/list/countries)  XXXX%

**Social topic influence**
[$googl](/topic/$googl) #173, [faster](/topic/faster) #1328, [money](/topic/money) 1.73%, [python](/topic/python) #15, [applications](/topic/applications) #660, [build a](/topic/build-a) 1.16%, [$400000year](/topic/$400000year) #1, [twitter](/topic/twitter) 1.16%, [developers](/topic/developers) 1.16%, [6969](/topic/6969) XXXX%

**Top accounts mentioned or mentioned by**
[@ravavyr](/creator/undefined) [@stanxq](/creator/undefined) [@by_sangmin](/creator/undefined) [@josef_digital](/creator/undefined) [@kickiniteasy](/creator/undefined) [@mikeyarmz](/creator/undefined) [@artiumws](/creator/undefined) [@catalinmpit](/creator/undefined) [@shashankkumar25](/creator/undefined) [@openai](/creator/undefined) [@productaizery](/creator/undefined) [@startupbros](/creator/undefined) [@glueai](/creator/undefined) [@_flashman_harry](/creator/undefined) [@dynastykhan](/creator/undefined) [@xainovator](/creator/undefined) [@paulwall1133](/creator/undefined) [@thehonestape](/creator/undefined) [@loycense](/creator/undefined) [@julien777z](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Atlassian Corporation PLC (TEAM)](/topic/$team)
### Top Social Posts [#](/creator/twitter::18737039/posts)
---
Top posts by engagements in the last XX hours

"The attached picture is the simplest explanation of Machine Learning I've seen. In the regular world of writing code to solve problems programmers write rules and apply them to data to produce the answers they need. Sometimes writing those rules is really difficult. For example imagine having to write code to solve this problem: "Identify the animal in the given picture." Machine Learning gives us a tool to solve those super-complex problems for which we don't know how to write the rules but we have a ton of samples. The goal is to learn the rules from that data not to write them. With"  
[X Link](https://x.com/svpino/status/1977737357303705905) [@svpino](/creator/x/svpino) 2025-10-13T14:05Z 427.9K followers, 47.4K engagements


""By far one of the best courses I've taken." The next cohort starts on November 3rd. You can join at"  
[X Link](https://x.com/svpino/status/1977361134949929153) [@svpino](/creator/x/svpino) 2025-10-12T13:10Z 427.9K followers, 29.1K engagements


"If you buy an expensive camera your photos will suck as much as before. If you buy an expensive golf club you won't start swinging 300-yard bombs overnight. It's not the tools. It's the person using them. Building good software has nothing to do with whether you use Claude Code Codex or Cursor and everything to do with how you think and use them. Great software doesn't come from better models. It comes from better thinking"  
[X Link](https://x.com/svpino/status/1978076843711610891) [@svpino](/creator/x/svpino) 2025-10-14T12:34Z 427.9K followers, 55.8K engagements


"Claude Code and Codex do not replace Copilot and Cursor. I've already heard multiple people make this argument and I think it comes from the vibe-coding community because of the way they use these tools. First Claude Code and Codex are agentic coding tools. They are good at following instructions and generating a ton of code at once. Second you have Copilot Cursor Tab and similar AI assistants. They help with interactive development where a human writes the code and the tool autocompletes and suggests what to type next. A way to think about this: Mode 1: AI writes the code and the human"  
[X Link](https://x.com/svpino/status/1978478492888207611) [@svpino](/creator/x/svpino) 2025-10-15T15:10Z 427.9K followers, 115.8K engagements


"Over the last XX years Ive learned something: Every single person claiming that Python is slow tends to be a newcomer with no experience building software. They are usually dropouts of a bad JavaScript bootcamp. More importantly if you think that Python isnt a production-capable language you are definitely too early in your career"  
[X Link](https://x.com/svpino/status/1969749396787994897) [@svpino](/creator/x/svpino) 2025-09-21T13:03Z 427.9K followers, 1.7M engagements


"Just like ChatGPT killed Google. Just like GPT-5 killed software engineering. Just like deep learning killed classical ML. Just like long context killed RAG. Just like MCP killed APIs. Just like synthetic data killed real data. Just like laptops killed desktops. Just like tablets killed laptops. Just like Web apps killed native apps"  
[X Link](https://x.com/svpino/status/1975300122612285586) [@svpino](/creator/x/svpino) 2025-10-06T20:40Z 427.9K followers, 1.6M engagements


"Team chat is broken. Here is an alternative: An AI-based XXX% hackable chat application that integrates with everything and lets you build your own workflows. I'm working with @GlueAI on this post and they are pretty awesome This is what they call "agentic team chat": X. You can use MCP to integrate with any application you want. X. You can open threads to get work done. For example a thread to work on a pull request from GitHub. These threads are a huge deal They are outcome-based spaces. You can use them to collaborate with other people and AI to accomplish tasks. Each thread keeps your"  
[X Link](https://x.com/svpino/status/1976724687750406507) [@svpino](/creator/x/svpino) 2025-10-10T19:01Z 427.9K followers, 16.9K engagements


"Learning AI/ML will change your life forever. Money won't be a problem anymore. Every company in the world will need what you have to offer. This is literally the hottest field you can go into right now. Of course this field is tough and it will take considerable time to become proficient at it. But XXX% it's well worth it If you want help learning how to build AI/ML applications that work in the real world join my program at "ml dot school". The next cohort starts on November 3"  
[X Link](https://x.com/svpino/status/1976999995275678132) [@svpino](/creator/x/svpino) 2025-10-11T13:15Z 427.9K followers, 108K engagements


"Theres never been a better time in the history of software to be a software developer. Every new AI coding tool has been taking our jobs every week for the last X years. XXX weeks later we are still here stronger than ever"  
[X Link](https://x.com/svpino/status/1978125047681147071) [@svpino](/creator/x/svpino) 2025-10-14T15:45Z 427.9K followers, 27.1K engagements


"Tools don't write good software. You do"  
[X Link](https://x.com/svpino/status/1978441495125618984) [@svpino](/creator/x/svpino) 2025-10-15T12:43Z 427.9K followers, 23K engagements


"You don't need Claude Code. You don't need Cursor. You don't need Codex. All of these tools are great and there's a ton of overlap between them so you need to pick one and build some mastery. People who constantly jump from one tool to another are taking advantage of only XX% of what a tool has to offer. You can only experience the other XX% with time and dedication"  
[X Link](https://x.com/svpino/status/1978543088047144963) [@svpino](/creator/x/svpino) 2025-10-15T19:26Z 427.9K followers, 57K engagements


"Still one of the most frustrating experiences with AI coding is asking for one change and getting back XX random updates you didn't ask for. This happens to me every day and it's frustrating beyond belief. Every model does this but I find GPT-5 is the worst offender. The model treats everything in a file as fair game regardless of what you ask it to do. If you have XX functions and you ask the model to update X of them it will randomly decide to update functions X X and X just because. I've been able to reduce this by littering the prompt with "do not change any other function or I'll destroy"  
[X Link](https://x.com/svpino/status/1978798588810703342) [@svpino](/creator/x/svpino) 2025-10-16T12:22Z 427.9K followers, 30.9K engagements


"You can build websites with relatively little training. Its much harder to build machine learning models. I built my first website after two weeks of learning+coding back in 2000-ish. It wasnt a masterpiece but it was functional and I got paid for it. It took me several months before I was able to build a working neural network that didnt overfit (by building I mean fully understanding what I was doing.) The entry barrier to web development is considerably lower than to machine learning"  
[X Link](https://x.com/svpino/status/1978808738317271138) [@svpino](/creator/x/svpino) 2025-10-16T13:02Z 427.9K followers, 50.2K engagements


"Software development has never been about writing code. This was obvious to many before but now AI has made it crystal clear to everyone. Building software is XX% thinking X% writing code and X% fighting off-by-1 errors"  
[X Link](https://x.com/svpino/status/1979159217815876029) [@svpino](/creator/x/svpino) 2025-10-17T12:15Z 427.9K followers, 48.3K engagements


"I've never seen the Python community embrace any tool faster than they did with uv. uv is likely the best Python tool of the last few years. If you aren't using it yet stop what you are doing and look into it. If you are already a user check out the attached cheatsheet"  
[X Link](https://x.com/svpino/status/1978116122890448899) [@svpino](/creator/x/svpino) 2025-10-14T15:10Z 427.9K followers, 347.9K engagements


"I recorded my X agents working. It's a multi-agent game with X different agents interacting with one another: Tournament agent Game agent Player agent Commentator agent You can see the back and forth from both players while they compete. I built this using Google ADK. The complete source code of this game is part of the AI/ML Engineering program that I'll be running in November (starting on Nov 3rd). If you want to level up and learn how to build AI/ML production-ready applications join the program. You'll leave one order of magnitude smarter than you are today. Here is the link to join:"  
[X Link](https://x.com/svpino/status/1978840985116557414) [@svpino](/creator/x/svpino) 2025-10-16T15:10Z 427.9K followers, 19.8K engagements


"Jupyter notebooks are outdated. They just can't compete with modern notebooks that offer much more functionality including AI. I've been using Zerve and they fix everything that's wrong with notebooks. This is a notebook with a completely different philosophy and architecture built from scratch. The experience is much different. And it's built with AI-assistance from the core. Here are a few notes about Zerve: X. It's web-based so you can access your work anywhere X. You can self-host it for free X. Real-time collaboration X. It promotes code modularity by using blocks X. One-click"  
[X Link](https://x.com/svpino/status/1980290436058304975) [@svpino](/creator/x/svpino) 2025-10-20T15:10Z 427.9K followers, 83.3K engagements


"Knowledge graphs for representing information are unbeatable. After this you will never build a RAG system without knowledge graphs. It will take you five lines of code to build a knowledge graph with your data. I recorded a video to show you how you can do this. I used Cognee an open-source library that outperforms any basic vector search approach in terms of retrieval relevance. They are collaborating with me on this post. Cognee is: Easy to use Reduces hallucinations Open-source Here is a link to the repository: They also offer a comprehensive platform and UI with Python notebooks you can"  
[X Link](https://x.com/svpino/status/1971594493259599897) [@svpino](/creator/x/svpino) 2025-09-26T15:15Z 427.7K followers, 128.2K engagements


"Mandatory reminder to those who think learning programming is useless because of AI"  
[X Link](https://x.com/svpino/status/1976260125280391596) [@svpino](/creator/x/svpino) 2025-10-09T12:15Z 427.8K followers, 80.7K engagements


"The new coding agent in the market is from Atlassian They just released Rovo Dev and you have two ways to take advantage of it: X. Using the CLI from your terminal to plan generate code refactor document and manage Jira work items. X. Directly from GitHub and Bitbucket for code reviews and analyzing pull requests. This is huge especially for companies that use Atlassian products every day Some of what Rovo Dev has to offer: X. Code planning X. Assistance with writing code X. Code reviews X. Assistance with deploying X. Pipeline troubleshooting X. Enterprise-level security X. MCP support 8."  
[X Link](https://x.com/svpino/status/1976304719644791163) [@svpino](/creator/x/svpino) 2025-10-09T15:12Z 427.8K followers, 48.3K engagements


"You can now generate a 1-minute video (using AI) in just X seconds. Incredible progress in the last XX months"  
[X Link](https://x.com/svpino/status/1976659994063093970) [@svpino](/creator/x/svpino) 2025-10-10T14:44Z 427.8K followers, 13.3K engagements


"Python XXXX is here We are finally witnessing the foundation for a truly fast multi-core Python. Free-threaded (no-GIL) Python is now out there"  
[X Link](https://x.com/svpino/status/1976991969961541762) [@svpino](/creator/x/svpino) 2025-10-11T12:43Z 427.7K followers, 125.6K engagements


"Building software is only XX% about writing code and XX% about thinking what code to write why you should write it and how to do it well. You can delegate the code-writing part to an LLM but so far they have shown they cant handle the thinking part. Its called vibe-coding and not vibe-thinking for a reason"  
[X Link](https://x.com/svpino/status/1977396812999688371) [@svpino](/creator/x/svpino) 2025-10-12T15:31Z 427.8K followers, 166K engagements


"@ravavyr I'm not talking about building a professional website. Nobody can become an expert web developer in a few months. I'm explicitly talking about the entry barrier to both fields: lower for web development higher for machine learning"  
[X Link](https://x.com/svpino/status/1978819286262030841) [@svpino](/creator/x/svpino) 2025-10-16T13:44Z 427.7K followers, 1461 engagements


"Only hope now is for Apple to buy Anthropic. Honestly this presentation is painful to watch"  
[X Link](https://x.com/svpino/status/1932128654256984156) [@svpino](/creator/x/svpino) 2025-06-09T17:32Z 427.9K followers, 427.3K engagements


"Every single solution to fight the non-deterministic nature of Large Language Models comes with trade-offs. There's no free lunch. Some people have suggested running the same process X times and choosing the most common answer. That would definitely improve reliability but it will make the solution 3x slower. Anybody who's spent more than XX minutes building software for a living understands why that non-deterministic nature is a big issue. If reliability were all that mattered you could find 1000 ways to improve it but there's always more at stake"  
[X Link](https://x.com/svpino/status/1968673732710314431) [@svpino](/creator/x/svpino) 2025-09-18T13:49Z 427.9K followers, 23.7K engagements


"Google: "Our productivity has increased XX% thanks to AI." Random Internet User: "Skill Issue We are 100x faster" This is a tough one: I'm not sure who to believe here"  
[X Link](https://x.com/svpino/status/1974809297461911749) [@svpino](/creator/x/svpino) 2025-10-05T12:10Z 427.9K followers, 34.8K engagements


"The era of manually analyzing data will come to an end. AI can now do a lot of this automatically. It's a huge time saver. I do data analysis for a living and I'm a huge fan of writing Jupyter notebooks to do it all but it's now hard to justify manually writing code that you can generate in a few seconds. I still check everything manually but breaking down datasets into tables and charts is now 10x easier than it's ever been. Here is a video where I'm using @retool. I load a dataset and generate a few charts as quickly as I can think. The speed at which we can go from one idea to a working"  
[X Link](https://x.com/svpino/status/1975941878110700000) [@svpino](/creator/x/svpino) 2025-10-08T15:10Z 427.9K followers, 71.3K engagements


"I spent Sunday using Cursor instead of Visual Studio Code + Copilot. I couldn't find anything that would take me back to Cursor. Today I'm back using GitHub Copilot"  
[X Link](https://x.com/svpino/status/1977795939743236449) [@svpino](/creator/x/svpino) 2025-10-13T17:57Z 427.9K followers, 146.8K engagements


"This is the best laptop in the world. Period. M4 XX GB RAM 1TB SSD XX hours of battery life XX inches XXX lbs. $1699 with the student discount. I've used it for X months and I haven't missed a Pro not even once. This laptop has no competition"  
[X Link](https://x.com/svpino/status/1962119440671429056) [@svpino](/creator/x/svpino) 2025-08-31T11:45Z 427.9K followers, 1.7M engagements


"Many people believe *most developers* use Claude Code or similar to write their code. This place is a bubble. Go outside and most developers have never even heard about Claude Code and are using ChatGPT to write dinner recipes"  
[X Link](https://x.com/svpino/status/1978519297556152671) [@svpino](/creator/x/svpino) 2025-10-15T17:52Z 427.9K followers, 40.3K engagements


"Google ADK is my favorite agentic framework. I've tried Langraph CrewAI and a bit of OpenAI's Agents SDK and I really like what Google has done. Google ADK is the centerpiece that connects your agents to the rest of the world: To connect with tools you can use the MCP protocol. To connect with users you can use the AG-UI protocol. To connect with other agents you can use the A2A protocol. AG-UI is the newest addition: It's an open-source protocol for building user-facing AI agents. It serves as a bridge between a backend AI agent and a full-stack application. AG-UI is the protocol that"  
[X Link](https://x.com/svpino/status/1972680289643311155) [@svpino](/creator/x/svpino) 2025-09-29T15:10Z 427.9K followers, 57K engagements


"Web scraping is a critical skill for software developers At a time when every large company is training large language models learning how to scrape content from the web is a top skill to learn. Web scraping Collecting data at scale and storing it in a structured format like CSV or JSON. Here is how the process works at a high level: You send a request to the URL you want to scrape The server responds with the HTML of the page Your code parses the HTML and collects the data Rinse and repeat for every URL from which you want to scrape data. Here is a free and open-source tool you can use:"  
[X Link](https://x.com/svpino/status/1973043933006754169) [@svpino](/creator/x/svpino) 2025-09-30T15:15Z 427.9K followers, 149.1K engagements


"Nobody is writing XX% of their code using AI. Here's the uncomfortable truth: The real productivity gain from using AI to write code is closer to XX% nowhere near the XX% people claim. Sundar Pichai said in 2024 that XX% of the new code at Google was AI-generated. However he went on to admit during Lex Friedman's podcast that engineering velocity had only increased by about 10%. AI-generated code isn't free code. It still has to be reviewed tested and made production-ready. Optimizing a single step (code generation) doesn't boost output if bottlenecks shift elsewhere (code reviews). It"  
[X Link](https://x.com/svpino/status/1974129921812541576) [@svpino](/creator/x/svpino) 2025-10-03T15:10Z 427.9K followers, 296.4K engagements


"This is a picture I took in my home office. Here is the funny part: I havent read all of these books. Heck some of these books are actually bad books and you should not read them But there are a few gems here The Computer Vision was mandatory at school. Dont try it. The light blue Machine Learning book under it is a classic but you can skip it now. Definitely read these books: - Hands-On Machine Learning - Designing Machine Learning - Deep Learning with Python - The Kaggle Book - Sebastians book is also great Morning Brew sent me the backpack in the background by the way"  
[X Link](https://x.com/svpino/status/1976997803768308037) [@svpino](/creator/x/svpino) 2025-10-11T13:06Z 427.9K followers, 208.1K engagements


"Vibe-coders cant build the type of software $400000/year salaries pay today. If you believe companies pay that money to build vibe-code-able apps you should crack a book and get off Twitter"  
[X Link](https://x.com/svpino/status/1977145122719776811) [@svpino](/creator/x/svpino) 2025-10-11T22:51Z 427.9K followers, 368.6K engagements


"China is beating the US on AI. ByteDance's Seedream XXX is currently the #1 text-to-image generation model surpassing Google's Nano Banana. It's really good The model is available on ByteDance's platform Dreamina. I recorded a quick video. See it in the next post"  
[X Link](https://x.com/svpino/status/1978538894397501541) [@svpino](/creator/x/svpino) 2025-10-15T19:10Z 427.9K followers, 70.3K engagements


"This is still the way I recommend most people start with machine learning: X. Start with Python X. Learn to use Google Colab X. Take a Pandas tutorial X. Then a Seaborn tutorial X. Learn how to use Decision Trees X. Finish Kaggle's "Intro to Machine Learning" X. Solve the Titanic challenge"  
[X Link](https://x.com/svpino/status/1979929321667252466) [@svpino](/creator/x/svpino) 2025-10-19T15:15Z 427.9K followers, 444.9K engagements


"I want this on every chat application. @GlueAI is an agentic team chat. XXX% hackable. Integrates with any MCP server and lets you build your own workflows. I recorded a quick video to show you a tiny little bit of it. You can try it out completely free here:"  
[X Link](https://x.com/svpino/status/1980349465027575975) [@svpino](/creator/x/svpino) 2025-10-20T19:04Z 427.9K followers, 16.3K engagements