Debugging DOM-native web agents with live VNC takeover for captcha issues

Debugging DOM-native web agents with live VNC takeover for captcha issues targets a $2.4B = 80,000 organizations × $30K ACV (teams running automation/QA and needing advanced debugging/instrumentation) total addressable market with medium saturation and a year-over-year growth rate of 10-15% YoY — based on growth in developer tools, test automation, and RPA adoption (sources: Gartner market signals, Stack Overflow trends).

Key trends driving demand: Shift to cloud-native ephemeral infrastructure — ephemeral containers and serverless runtimes make per-session headful browsers economical and easier to orchestrate.; Rising complexity of anti-bot measures — more CAPTCHAs and cross-origin/iframe tricks create debugging burden and increase demand for reproducible session tooling.; Developer-first observability — teams expect rich telemetry and replay for debugging, not just logs, which creates demand for session replay + live takeover.; Automation growth in enterprise workflows — more companies rely on web agents and RPA which drives willingness to pay for reliability and root-cause tools..