Ibin Mathew

Writing

Writing

A place for notes on AI engineering, agentic systems, and lessons from taking things to production. First posts coming soon.

What's coming

  • What actually moved the needle building a production agent system
  • RAG in practice: why hybrid search beat a bigger model
  • Notes from industrialising AI — evaluation, tracing and guardrails