Short-form technical notes. No fluff.
2026-03-15
Cost optimization in AI systems isn't about using the cheapest model — it's about using the right model for each query. Here's how I built a routing system that sends 93% of queries to a free local model while maintaining quality.
2026-02-28
What changes and what stays the same when you grow from individual contributor to Director of Engineering over 7+ years at a fintech company scaling from startup to unicorn.
2026-01-20
How I built an MCP Agent Farm — an orchestration layer managing multiple AI agent templates with different models, system prompts, and tool configurations. Architecture, real bugs, and the cost numbers.