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Hot take: 90% of "prompt engineering frameworks" were invented by people who needed something to sell. I tested COSTAR, RACE, RISEN, APE, RTF and 7 others on identical tasks. Data doesn't lie. Here's the brutal ranking with video demos:
If the DSPy docs are confusing (I get it, no judgement!), check out my talk from Databricks' Summit. I keep getting notes from people who attended telling me it helped them finally "get" DSPy and they haven't stopped using it since. youtube.com/watch?v=I9Ztkg…
youtube.com
YouTube
Let the LLM Write the Prompts: An Intro to DSPy in Compound AI...
Announcing @ChromeDevTools MCP! 🚀 Connect your AI coding agent to Chrome's powerful automation & debugging capabilities with ease. Key features: ✅ Reliable automation: It can programmatically handle clicks, form fills, dialogs, and page navigation with ease. ✅ Performance…
I’m learning how to finetune LLMs this week. My focus: finding and analyzing stocks. Initial ideas: • news sentiment • earnings analysis • agentic tasks, etc. I found a neat Colab notebook that finetunes Gemma 3 (270M) on chess moves. Training took ~7 mins using @UnslothAI…
𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗼𝗮𝗱𝗺𝗮𝗽. 👇 In my latest Newsletter episode I go deep into my AI Engineering Learning Roadmap. It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. Find the…
OpenAI, Google, and Anthropic just dropped the guides on: - Prompt Engineering - Building effective Agents - AI in Business - 601 AI use cases and so much more... 9 best guides you don’t want to miss:
MCP is an absolute game-changer. Yesterday, I taught a 2-hour session about MCP covering the following topics: 1. Introduction to the protocol 2. Why do we need it? 3. Protocol architecture 4. MCP Server and Client primitives 5. An MCP demo Here is the full 2-hour video, free…
built my own OS just to sing kpop in fullscreen no regrets make software fun again 🎶
We recently came across an interesting paper that helps LLMs be better at handling domain-specific languages like database queries or probabilistic programming languages, using an approach called "grammar prompting". Link + brief thread below.
I automated 90% of my startup empire[24]. My biggest monthly expense is AI; it's no longer human labor. 41 AI agents & tools for coding, marketing, seo, research, design, sales, accounting, legal, paid ads, data entry, scraping, and everything else:
This is huge! This fixes the universal problem with conversational agents: hallucinations! Every company that builds customer-facing agents struggles to align them with business rules and make them consistent. If you solve this, you'll become a hero overnight. Check out…
I added Ollama to our AI hedge fund recently. My favorite LLM is Gemma 3 (27B) right now. Main highlights: • runs on laptop • 128K context window • high quality trading decisions I love that it's 100% free to use.
OpenAI recently released a guide on building agents which contains some misguided takes There's a lot of FUD, confusion, hype, and noise around agents I wrote a blog on how to think about agent frameworks. Includes: Background Info - What is an agent? - What is hard about…
OpenAI literally just dropped this simple-to-use guide to building AI agents. Download the free PDF ebook:
Small Bets is joining Gumroad! Yes, I sold Small Bets. I’m going to keep running it myself, but Gumroad is now the 100% owner. It’s a good deal for me, and it should only bring more benefits to the community. Details - $3.6M sale price. - 50% cash / 50% stock options. - Cash…
Finally did it. I wrote down how to build a code-editing agent. In 315 lines of code. And yes, it works. Very well. There is no moat.
Google released a list of 321 real-world gen AI use cases from the world's leading organizations. Basically, unlimited business ideas.
Today I've completed 38 projects with AI code. Few things that I've learnt: 1. @cursor_ai is best AI IDE for full stack development. 2. @windsurf_ai is simpler. cheaper and faster AI IDE. 3. @CodeGuidedev is the best coding docs generator. 4. Gemini Pro 2.5 is the best AI…
Debugging is the most frustrating part of AI coding. But it can be solved if you build a strong "wall of context" around AI models. Here's how you can fix debugging in Cursor/Windsurf: ↓
Learn programming by playing games: 1. JavaScript javascriptquiz.com 2. CSS cssbattle.dev 1. Python, JavaScript, Java tynker.com 4. 25 different languages codingame.com 5. Git ohmygit.org
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