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Development efficiency with expert CI/CD strategies

Talkat droidcon New York 2025 · 2025-06-25..06-26· [devops-and-delivery]
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Bit Rice MCP server plus VS Code Copilot is used to query build logs and suggestions; enabling org.gradle.parallel=true plus choosing a 16 vCPU 64GB VM shaves ~2 minutes from unit compile, while a 48‑vCPU machine shows diminishing returns. A remote build cache cuts build time by ~35% (measured hit rates and diagnostic invocation details), dependency/config caches are hit‑or‑miss. Integration test sharding saves about 6 minutes; distributed autoscaling workers add ~2 minutes for unit tests—combined optimizations exceed the 20‑minute target. AI steps (code reviewer, issue identifier) run inside VMs and post PR feedback.

AI-written summary · about

  1. 0:00CI/CD efficiency intro
  2. 2:13AI for build optimization
  3. 4:20Gradle parallelization
  4. 8:14Bitrise caching
  5. 12:49Split workflows & test sharding
  6. 17:06Parallel release workflows
  7. 18:29Agentic AI in CI
  8. 20:00Q&A
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