Spec-to-scope
Turn PRDs and Slack threads into structured backlogs with estimates, dependencies, and risk flags.
Architecture extraction
Diagrams and dependency maps generated from running codebases. Kept in sync with every PR.
Code analysis
Static analysis + LLM review for quality, security, and consistency. Catches issues humans miss.
Legacy audit
Assessment of inherited codebases — what's safe, what's rot, what's the modernisation roadmap.
Ticket generation
Feature briefs become well-scoped Jira / Linear / GitHub issues with acceptance criteria.
Test generation
Unit, property-based, and regression tests generated from existing code. Coverage gaps closed automatically.
Docs generation
Internal and external documentation from code, tickets, and conversations. Updated with every release.