Posts

All the articles I've posted.

• The Three Layers Every Production RAG System Needs

  Updated: 15 Feb, 2026

  Document parsing, hybrid search, and orchestration - the three layers that separate toy RAG demos from production systems.

• The 5 MCP Servers Every Developer Needs in 2025

  Updated: 31 Jan, 2026

  The 5 MCP servers that actually matter for your AI-powered dev workflow - semantic code nav, GitHub automation, browser testing, live docs, and persistent memory.

• How OpenClaw Gives AI Agents Persistent Memory With Plain Markdown

  31 Jan, 2026

  A deep dive into how OpenClaw's file-based memory system gives AI assistants genuine continuity between sessions using Markdown files, semantic search, and automatic memory flush.

• AI Won't Replace You - But a Developer Using AI Will

  30 Jan, 2025

  Why your experience as a software engineer matters more than ever in the AI era, and how to actually get good at working with AI agents