Research
Short technical notes and learnings — not a blog. Ideas captured while building agents, harnesses and automation. Written in MDX, syntax-highlighted, searchable.
How AIXBT Works
Reverse-engineering a popular crypto agent — how it turns noisy data into opinionated calls.
Claude Dynamic Workflows
Composing tools at runtime instead of hardcoding graphs — patterns, pitfalls and a mental model.
Harness Engineering
Retry budgets, eval-driven development and the unglamorous plumbing that makes agents reliable.
Browser Automation in 2026
Stealth, retries and DOM grounding — what actually breaks when agents drive real browsers.
Keeping Long Traces Cheap
Observability for multi-step agents without blowing up token cost or storage.
Eval-Driven Development
Writing the eval before the agent — how labelled outcomes changed the way I build.
20 Years After Tuquito
What maintaining a national Linux distro taught me about community, scope and shipping.