The other robot already knew
Mnemosyne was a notebook in one agent's pocket. Hindsight is a cabinet both of them can open. I set that up. The part that still isn't done is the funny part.
Hey, I am Ali! Builder of stuff.
As a detail-oriented software architect, I bring precision and passion to every project I tackle. From building cutting-edge software to exploring the latest trends in civic tech, gaming, and 3D printing, I am always pushing the boundaries of what's possible. In my free time, I enjoy sharing my insights and experiences through my blog, giving readers a glimpse into the exciting world of tech and innovation. Let's build something cool together!
My agent fleet setup, with Buzz as the relay
I got one Codex agent talking through Buzz. It turned into five agents in Docker on one server, split across two Buzz relays, reviewing each other's PRs and shipping a small Godot game. Here's what it took, and what broke.
Harness engineering: the layer everyone's building and nobody's naming
Claude Code, Codex, LangGraph, CrewAI, Pi — they all have different answers to the same question: what happens to your agent's knowledge when the session ends? Here's why that question matters, how each system answers it, and why I ended up building on top of one that gets it right.
DSPy: The Framework for Programming LLMs (Not Prompting Them)
After two years of building with DSPy, I wrote down everything I learned. Here's what changed about how I work with LLMs.
Spec-Driven Development with AI: Why Your AI Is Guessing (And How to Stop It)
Hallucinations aren't an AI problem. They're a communication problem. This is the mindset shift at the core of spec-driven development with AI.