Audit technical debt from repos — provider-agnostic, sandbox-safe CLI

Audit technical debt from repos — provider-agnostic, sandbox-safe CLI targets a $12.0B = 50M developers x $240/yr average tooling & code-quality spend total addressable market with medium saturation and a year-over-year growth rate of 15% CAGR in developer tooling / code-quality markets.

Key trends driving demand: LLM-code understanding -- modern models can infer architecture and anti-patterns from source without runtime info, enabling non-invasive audits.; Shifting devops practices -- infra-as-code and CI-first workflows make CLI/CI-integrated tools easy to adopt.; Rising cost of legacy systems -- companies are prioritizing debt remediation to reduce maintenance costs and accelerate feature delivery.; Security/compliance convergence -- buyers increasingly bundle quality and security metrics for procurement and audits..