Prevent agent failures with automated testing, observability, and one click fixes

Prevent agent failures with automated testing, observability, and one click fixes targets a $6.0B = 200,000 developer orgs x $30,000 ACV (all orgs that will adopt agent observability and CI style testing) total addressable market with medium saturation and a year-over-year growth rate of 30%+ driven by agent adoption and observability spend.

Key trends driving demand: Agent proliferation -- more companies deploying autonomous agents increases need for pre-deploy testing and monitoring; Multi-LLM ecosystems -- teams are switching and comparing providers on cost and latency, creating demand for comparative tooling; Shift toward platform reliability -- SRE and platform teams are expanding responsibilities to include model/agent reliability, elevating purchase priority.