Cross-file code cohesion fixer - repo-wide audits + automated remediation

Cross-file code cohesion fixer - repo-wide audits + automated remediation targets a $4.8B = 80,000 mid-size SaaS startups x $60K average annual spend on outsourced maintenance and codebase remediation total addressable market with medium saturation and a year-over-year growth rate of 15-25% driven by rising AI code adoption and rising devops spend.

Key trends driving demand: AI code generation adoption -- increases incidence of superficial-but-brittle codebases; Shifting developer workflows to cloud IDEs and code search -- makes repo-level tools easier to integrate; Rising engineering cost of ownership -- teams prioritize maintenance tooling over one-off fixes.