Find and fix runtime stack vulnerabilities with an installable fuzzing and monitoring agent

Find and fix runtime stack vulnerabilities with an installable fuzzing and monitoring agent targets a $8.1B = 3.0M development teams × $2.7K ACV total addressable market with high saturation and a year-over-year growth rate of 12% YoY (industry estimates for developer security and observability tooling, IDC/Forrester analyses).

Key trends driving demand: Shift-left security — teams want vulnerabilities and reliability issues discovered earlier in the dev lifecycle, creating demand for developer-friendly testing tools.; Increase in microservices and cloud-native complexity — environment-specific failures are more frequent and harder to reproduce, increasing appetite for runtime agents that capture deterministic traces.; Developer-first purchasing — tools that integrate into GitHub, CI, and IDEs see faster adoption, enabling self-serve freemium models to scale.; Automation + chaos engineering mainstreaming — teams are more willing to run automated breakage tests in staging and pre-prod, making proactive fuzzing a practical product..