Running two AI models is cheaper than running one good one. A frontier model as architect, a cheaper one as engineer. New post on how I set this up and where it's heading. samihonkonen.com/posts/two-mo...

Smaller models forget system prompt instructions. What if we attach instructions to specific tools and deliver them the moment the model tries to use them? I call this guidance injection. samihonkonen.com/posts/guidan...

I've been building a capability library for my AI agents. A global index, docs that agents read on demand, maintained with AI. Hopefully, over time, it will compound. samihonkonen.com/posts/an-age...

there is a exe.dev iOS app now. it’s my favorite way to program.

I had a Mac Studio mostly sitting idle, so I started leaving it on and running a local LLM on it. Now I've got a small collection of purpose-built AI agents on disk, each shaped to a specific job, with the data staying on my own machines. New post:

My first self-hosted server lived on zort.org in the early days of the internet. Letting that domain go is one of my more lasting regrets. exe.dev brings back the feeling, but sadly not the domain. New blog: samihonkonen.com/posts/a-love...

@tangled.org has a real opportunity here 👀

Installing 500-series signal processors still has the same feel as installing RAM chips to your PC 25 years ago. What's not to love ❤️

woah damrnelson.github.io/github-histo...

Today I saw a woman reading a research paper in a cafe. I mean a real, printed paper. No LLM, nothing. It wasn't a summary, it was an actual, long research paper. And she was just reading it raw. Like a psychopath.

I just analyzed my whole angel investment portfolio with deathbyclawd.com 😅 My weighted average (based on the amount of capital at risk) was 46.6. Among the best were nohewa.fi. @tangled.org also did well. I won't mention the one's that didn't do so well 🙈

today, we're announcing our €3,8M ($4.5M) seed financing round, led by byFounders with participation from Bain Capital Crypto, Antler, Thomas Dohmke (former CEO of GitHub), Avery Pennarun (CEO of Tailscale) among other incredible angels. read more on what's next: blog.tangled.org/seed