Modern QA2026Key Takeaways — tiles
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1.5Key Takeaways

  • The first two weeks are for active reconnaissance, not passive observation
  • Map both the technical system (codebase, pipeline, test infrastructure) and the social system (decision makers, culture, unwritten rules)
  • Use AI tools to accelerate codebase understanding — feed repos to LLMs for architecture summaries
  • Produce a 30-day quality assessment document to establish credibility early
  • Read bug reports and incident post-mortems to learn where the system actually breaks