Auto-generate docs from code comments and enforce 30-day review cycles targets a $750M = 500K engineering teams × $1.5K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — developer tooling and dev productivity categories growing with AI adoption (source: industry analyst summaries and developer platform growth reports).

Key trends driving demand: AI-assisted developer tooling — improved code summarization and comment understanding enables reliable auto-generation of docs from source code.; Repo-first workflows — teams prefer PR-based changes and CI automation, creating demand for tools that generate PRs and require minimal manual steps.; Developer experience as a KPI — companies increasingly measure onboarding time and developer productivity, creating willingness to pay for freshness and discoverability of docs.; Remote and distributed teams — as teams distribute, always-updated internal docs become more critical to maintain velocity and reduce bus‑factor risk..