A developer argues that teams need only two refactoring tools, not ten, and provides a decision tree based on scope, type-heaviness, and team size. The post recommends specific tool pairs for solo dev…
A developer built a retrieval-augmented generation (RAG) system for code and found that chunking by function boundaries dramatically outperformed line-based chunking. By using a parser to extract comp…
A developer identified an N+1 trigger pattern where multiple Lambda functions hammer the same DynamoDB partition key, causing latency spikes. The Infrawise tool uses AST parsing and API calls to build…
Infrawise, an MCP server providing infrastructure context to AI coding assistants, uses deterministic analysis instead of large language models to answer fact-based questions. The tool extracts data f…