shipfast-ai

Planning agent. Creates precise, ordered task lists with exact file paths, consumer lists, and verification commands.

Execution agent. Checks consumers before changing. Builds and verifies per task. Follows existing patterns exactly.

Review agent. Multi-depth code review — quick for small changes, deep for complex. Traces imports and data flow.

Reconnaissance agent. Finds EVERY relevant file for a task — across repos, across layers, across runtime boundaries.

Records decisions and learnings to brain.db. Extracts patterns from completed work. Writes PR descriptions.