Infrawise
sidd27.github.io/infrawise — Understand your infrastructure, not just your code.
Infrawise gives AI coding assistants deterministic infrastructure awareness.
It statically analyzes your codebase, cloud infrastructure, and database schemas, then exposes that context through MCP so tools like Claude Code can understand your actual tables, indexes, query patterns, and service relationships instead of guessing from source files alone.
Why this exists
New software developers don't write wrong code. Claude Code writes wrong code and they ship it. Infrawise is the only thing standing between Claude Code's generated output and a production incident.
AI coding assistants can read your source files but have no deterministic knowledge of your infrastructure. They do not know which GSIs exist, how tables are partitioned, which functions already trigger scans, or where indexes are missing. So they guess.
Infrawise replaces guessing with infrastructure-aware context.
Without Infrawise, an AI assistant might:
