Notes on Python, systems, and the occasional lesson learned the hard way.
LLM demos are easy. Production LLM apps are not. Here's what I've learned shipping several of them — the problems nobody talks about in tutorials.
15 November 2024 · 3 min read
Not the patterns from the docs — the ones that have actually held up in production, across multiple projects with real teams maintaining them.
3 October 2024 · 3 min read
Most automation projects fail not because of technical problems, but because they solve the wrong thing. Here's how to identify what's actually worth automating.
10 September 2024 · 3 min read