Interactive commit triage to generate polished release notes

Interactive commit triage to generate polished release notes targets a $1.8B = 1.5M development teams × $1.2K ACV total addressable market with medium saturation and a year-over-year growth rate of 10% YoY — developer tools and DevOps spend are growing as continuous delivery and platform investments increase (sources: GitHub State of the Octoverse, Stack Overflow Developer Ecosystem reports).

Key trends driving demand: Continuous delivery and frequent releases — increased release cadence creates demand for fast ways to synthesize changes for stakeholders.; Shift to developer-friendly, local-first tooling — teams prefer tools they can run locally and integrate into existing pipelines, which favors lightweight triage apps.; AI-assisted content generation — LLMs can create first-pass human-readable summaries from commit messages and PR descriptions, reducing manual authoring time.; Cross-functional alignment needs — product, marketing, and support teams require readable release notes, creating demand for workflows that bridge engineering and non-engineering stakeholders..