Writing
Notes from building AI systems in production: what I measured, what failed, and what I would do differently.
23 Oct 2026Building a RAG System: The Decisions That Actually MatteredThe settings that moved quality and cost in a production RAG system, from parsers and chunking to the orchestration layer, plus the gotchas hiding in a managed service’s defaults.Part 1 of 2
23 Oct 2026How I Measure Whether a RAG System WorksHow I built an evaluation set for a RAG system, scored retrieval and generation separately, and let the first results decide what to fix next.Part 2 of 2
01 Aug 2025Building an AI-Powered RCA Analyzer: Transforming Generic Error Messages into Actionable InsightsHow we leveraged Model Context Protocol (MCP) to build an intelligent system that connects multiple log sources and provides AI-driven root cause analysis - winning 2nd place at our company hackathon.2nd place · AiDash Hack(AI)thon