~/talk

Beyond the hype: What test automation really costs

Talkat LeadDev New York 2025 · 2025-10-15..10-16· [testing, devops-and-delivery]
slides:none on file

Focuses on UI and API automation (not AI agents or unit tests) and claims automation only speeds delivery when paired with clarity, alignment, and the right level of investment. Names three concrete anti‑patterns: automation bloat, too many escaped bugs, and a bridle framework (flaky tests). Recommends actionable fixes: delete low‑value tests toward a minimum viable test suite, quarantine flaky tests with an SLA, align coverage with product risk, and measure ROI in time, culture, and incidents.

AI-written summary · about

  1. 0:00Test automation costs
  2. 1:56Defining quality
  3. 4:03Top automation anti-patterns
  4. 6:07Automation bloat impact
  5. 8:38Brittle frameworks and flaky tests
  6. 10:48Escaped bugs and coverage
  7. 12:34Solving anti-patterns
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