Writing
Latest writing
Short notes from shipping AI workflows, WebAR products, and production systems.
How production RAG actually works
→Beyond upload-and-chat — parsing, cleaning, metadata, structure-aware chunking, hybrid retrieval, reranking, grounding, and citations. Plus what’s next for Hayat Matrix LIS, agentic AI, and MCP.
Aug 12, 2026
Shipping production AI workflows with n8n
→How I structure agentic content pipelines with RAG steps, branching logic, and reliable publishing targets.
Jul 20, 2025
Lessons from building WebAR product surfaces
→Practical notes on Next.js marketing sites, model-viewer experiences, and customer panels that stay fast.
Mar 12, 2025
Keeping full-stack delivery calm under pressure
→A short operating style for remote product work—clear scopes, small ships, and systems that survive launch week.
Nov 4, 2024