Posts

Deep dives into AI agent architecture, MCP protocol, LLM infrastructure, and lessons from building production AI systems.

ai-infrastructureFeatured

AI Concepts Explainer: Labelbox, KV Cache, MoE Models & Data Residency

A research-based guide to four key concepts shaping modern AI infrastructure — Labelbox's data factory, KV cache mechanics in LLMs, Mixture of Experts architecture, and Anthropic's data residency compliance story.

Mar 26, 202615 min read

multi-agentFeatured

25 AI Agents Shipping Code 24/7: My AI Development Ecosystem

How I built and operate a 25-agent development ecosystem that ships production code around the clock — architecture, patterns, and lessons learned.

Mar 22, 20263 min read

mcp-protocolFeatured

How I Built an MCP Server from Scratch

A deep dive into building @shackleai/memory-mcp — a persistent memory server for AI coding tools with 1,784+ npm downloads.

Mar 20, 20262 min read