Codified domain knowledge
Identity, authentication, and access concepts captured as reusable context the AI can draw from on every task.
AI PM Framework
A Claude Code / Git-based PM framework that helps product managers move from ambiguous discovery to structured, engineering-consumable artifacts — with AI treated as a governed partner, not a writing assistant.
Identity, authentication, and access concepts captured as reusable context the AI can draw from on every task.
Discovery, research, PRD creation, artifact review, and decision capture — each a repeatable workflow with quality checks.
Every meaningful product decision is captured, reviewed, and linked to the artifacts it shaped.
AI does not ship without a human in the loop. Quality checks and review gates keep judgment with the PM.
AI treated as a product-development partner with rules, scope, and accountability — not a freeform writing assistant.
Structured workflows move from discovery to PR-ready artifacts at very low AI execution cost.