12 min read
75% of AI Agents Break Code They Maintain
AI agents excel at new code but fail at maintenance. What actually breaks, why, and the engineering guardrails that make them safe. Tested on real repos.
Posts tagged “architecture”
5 posts found.
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.
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.
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.
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.