Writing

Auth design, rate limiting, and the decisions that shaped Schema App's MCP integration. What we got right and what I'd do differently.

BDR agents, a Chief of Staff bot, and what I learned about when AI agents help and when they just create more noise.

Building an entity management platform, integrating Google Search Console at the entity level, and learning what enterprise SEO teams actually need.

What it actually looks like to own compliance end to end, and why it made me better at the rest of my job.

Chunking strategies, reranking, evaluation with Langfuse, and what we learned building retrieval over a knowledge graph.

Moving 6 legacy services to AWS at TNGOC. What worked, what almost didn't, and how we kept the team together.