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Notes on browser QA for AI-speed teams.

Practical writing on agentic testing, MCP workflows, browser automation, and keeping product quality visible as teams ship faster.

August 4, 2026

Evidence-First CI: Proving Every Pull Request Works on Its Preview Deployment

Green checks prove your scripts ran — not that your feature works. Kery's AI tester walks every PR preview, grades each claim against real browser evidence, and attaches video proof plus the bugs found along the way.

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