Autonomous-agent safety: minimal-action verification before production

Autonomous-agent safety: minimal-action verification before production targets a $20.0B = 2,000,000 software orgs x $10K ACV (org-level developer-safety tooling) total addressable market with medium saturation and a year-over-year growth rate of 18% (developer toolchain & observability combined market growth).

Key trends driving demand: Autonomous-agent adoption -- more teams are deploying LLM-powered agents to perform stateful tasks, increasing demand for pre-deployment safety checks.; Shift-left testing -- developers expect safety and verification to be part of CI/CD, enabling integration of verification harnesses into existing pipelines.; Tooling composability -- open frameworks (LangChain, agent libraries) make it faster to build agent flows but also increase variance in failure modes that centralized tooling can address.; Compliance & auditability -- regulators and internal governance push for verifiable, auditable change controls for automated actors..