Ford Lascari
3.1K posts

Ford Lascari
@Ford_Lascari
Applied AI Building Bespoke Agentic Systems with Full Observability






Everyone is slowly coming to this realization, and I assure you, no one is running multitudes of agents overnight. No one that is doing anything of substance at least. There _are_ people pretending to be scientists, or fully caught up in their drug infused AI overdose, that think their slop machines are changing the world. They're not tho, and they're just wasting a bunch of money and compute to create a lot of LoC that will just get thrown away. The state of the art is still "can we even one shot a production quality patch that we wont regret later", and its rarer than you'd expect based on discourse.


A talk I gave a few weeks ago. Software fundamentals matter more than ever. Here's why: youtube.com/watch?v=v4F1gF…


One single 4k ultra wide monitor or dual 27 inch 1440p monitors hmmmm

🚀 Meet Qwen3.6-27B, our latest dense, open-source model, packing flagship-level coding power! Yes, 27B, and Qwen3.6-27B punches way above its weight. 👇 What's new: 🧠 Outstanding agentic coding — surpasses Qwen3.5-397B-A17B across all major coding benchmarks 💡 Strong reasoning across text & multimodal tasks 🔄 Supports thinking & non-thinking modes ✅ Apache 2.0 — fully open, fully yours Smaller model. Bigger results. Community's favorite. ❤️ We can't wait to see what you build with Qwen3.6-27B! 👀 🔗👇 Blog: qwen.ai/blog?id=qwen3.… Qwen Studio: chat.qwen.ai/?models=qwen3.… Github: github.com/QwenLM/Qwen3.6 Hugging Face: huggingface.co/Qwen/Qwen3.6-2… huggingface.co/Qwen/Qwen3.6-2… ModelScope: modelscope.cn/models/Qwen/Qw… modelscope.cn/models/Qwen/Qw…



After 2.1.117, you may notice that Claude doesn't call its Grep or Glob Tool anymore. YES!!! It only took four months. It's faster than ever and it's all Bash. It's so much harder to take things away than to add them. Enjoy.





Information I can find suggests that Cursor has about 50 employees. Maybe a bit more, not a lot. $60 Billion puts this at over a billion dollars per employee. Does this truly make sense versus strategically recruiting a core group of young hotshots and building from scratch?

This library-updater skill is really handy and has saved me many hours of grunt work today. You can simply invoke it in a project and it then looks at all of the dependencies, researches the change logs of all the intervening versions up through to the latest available one, and then updates them one at a time with a detailed log. For each library update, it then fixes/revises anything in your code that was deprecated or changed in the new library version. Finally, it runs all your tests to verify that it everything still works and reverts if necessary. You can just let it run on any Rust, GoLang, Typescript, Python, etc. project and come back in 30 minutes and it "just works." Available on jeffreys-skills.md It might not be as expansive or exciting as some of my recent skills, but it's a quiet workhorse for me that does its job well and makes it easier for me to manage so many projects.



