~/talk

Convergent Quality Engineering

Talkat Conf42 Machine Learning 2025 · on Thursday, 2025-05-08· [testing, developer-experience]
links:none on file
slides:none on file

Claims a measurable payoff: 78% defect reduction, 63% faster detection and a move from 12‑week to 2‑week release cycles after unifying shift‑left unit/integration checks with shift‑right observability, canary rollouts and chaos experiments. Describes an agentic orchestration that wires unit tests CI hooks, Prometheus/graphana metrics, chaos tools and canary gates so production telemetry feeds prioritization and reduces mean time to fix. Reports case study numbers and tool names with implementation and cultural challenges.

AI-written summary · about

  1. 0:00Introduction and Speaker Background
  2. 0:23Current Quality Challenges in Software Development
  3. 1:26Continuous Quality Loop: Shift Left and Shift Right Testing
  4. 2:15Shift Left Testing Techniques
  5. 3:02Shift Right Testing Techniques
  6. 4:19Unifying Shift Left and Shift Right Approaches
  7. 4:41Implementation Challenges and Cultural Transformation
  8. 6:15Building T-Shaped Quality Professionals
  9. 7:28Phased Adoption Model and Case Studies
  10. 10:05AI-Augmented Quality Tools
  11. 10:59Conclusion and Key Takeaways
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