Catch GC allocation regressions on every commit with an AI reviewer

Catch GC allocation regressions on every commit with an AI reviewer targets a $8.0B = 2.0M development teams x $4K ACV. Assumes 2M buyer units (team + engineering orgs across SMB to enterprise) that would consider per-repo/per-team performance guardrails at an average $4k/year. total addressable market with low saturation and a year-over-year growth rate of 18% to 25% growth in developer tools and observability spend annually, depending on segment.

Key trends driving demand: AI-assistants adoption -- devs use AI for coding but not always for review, creating a gap for review-focused AI agents; CI/CD ubiquity -- widespread use of CI pipelines makes per-commit checks operationally feasible and low friction; Observability standardization -- OpenTelemetry and cloud APMs provide data and instrumentation patterns that enable repeatable per-commit profiling; Cloud cost sensitivity -- rising cloud bills make allocation regressions financially visible and justify tooling to prevent them.