06
13 min read
MCP Servers in Production: Auth, Errors, Observability
Beyond hello-world MCP tutorials. Build servers that survive production with auth, error handling, observability, and graceful degradation patterns.
Blog
Deep-dive posts on distributed systems, AI engineering, and leadership. Real production insights from 15+ years building at scale.
05
16 min read
Auto-Generate Architecture Docs From Code With AI
Architecture docs decay instantly. Auto-generate living documentation from your codebase using hybrid AST extraction and LLM synthesis.
04
18 min read
RAG Pipeline: From 58% to 91% Retrieval Precision
Fix the 5 hidden failure modes in your RAG pipeline. Multi-stage architecture with code, benchmarks, and metrics that prove it works.
03
14 min read
Stop Being a Headless Monkey: Use AI Deliberately
59% of developers don't understand their AI-generated code. Learn the structured framework that separates productive acceleration from tech debt.
02
4 min read
Next.js + MDX Blog: From Idea to Production Fast
Build a type-safe, performant blog with Next.js App Router and Contentlayer. Static generation, embedded React components, and SEO built in.
01
6 min read
5 Distributed System Patterns That Actually Scale
When to extract microservices and when not to. Practical patterns that solve real bottlenecks without adding unnecessary complexity.