Deep dives into AI tools, workflows,
and best practices for engineers
Building, learning, and sharing
experiements in how I orcestrate.
February 19, 2026
I spent a month reading every guideline, building a testing framework, and running experiments to figure out what makes a good agents.md. Here are 10 tips that actually work -- including the hidden weapon most guides won't tell you about.
[AI Engineer. Researcher. Builder. Orchestrator.]
[I've spent 20+ years building software — and the last few years researching how AI is fundamentally changing how we do it.
From LLM infrastructure at Martian to building AI agent orchestration systems, I work at the intersection of AI and engineering every day. O-1 visa holder recognized
for extraordinary ability in AI engineering.
I publish what I learn openly.]