Auto-generate and enforce 30-day reviews for code docs

Auto-generate and enforce 30-day reviews for code docs targets a $4.5B = 1.5M engineering teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — developer tools and docs/knowledge-management spending growing as remote engineering and API-first architectures expand (industry analyst synthesis).

Key trends driving demand: AI code understanding — LLMs now generate readable docs from code and comments, enabling automated doc creation at scale.; Repo-native workflows — teams prefer documentation that lives with code and is updated via CI/CD to avoid divergence, creating demand for repo-integrated solutions.; Move to automated governance — organizations want observable freshness and automated remediation to reduce onboarding time and support tickets.; Platform consolidation — companies prefer a single source of truth for docs and knowledge that integrates with Slack, issue trackers, and CI, making integrated automation valuable..