Technical Deep Dive

The full hour. We go as deep as the problem requires.

Use cases:

• You're designing an agentic system and need someone who's actually built multi-agent architectures to stress-test your approach.
• You have a RAG pipeline in production that's underperforming and can't figure out why.
• You're choosing between building a retrieval layer vs. buying one, and the vendor's pitch sounds too good.
• You need a system design review before presenting to leadership or investors.
• You're stuck on a hard production problem — memory management, evaluation drift, agent coordination failures.

I work in Python (async-first, type-hinted, Pydantic), Go, and have built systems spanning code intelligence (AST-aware retrieval with dependency graphs), autonomous optimization engines, and voice identity platforms.

This is not a tutorial. If you need someone to explain transformers from scratch, I'm not your person. If you need someone who'll find the structural problem in your system and tell you how to fix it, book this.