Context
TeamOne's release cadence was accelerating, but QA coverage lagged behind. I engineered an automation framework combining a custom Playwright MCP server with n8n orchestration, delivering near-real-time validation across user journeys.
The system self-heals flaky tests, alerts the right teams, and spins up ephemeral environments so engineers can focus on features rather than manual regression.
