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CI/CD for Microservices: Many Repos, Many Pipelines, One Bill

Microservices multiply pipelines - dozens of services means dozens of builds, and the cost and flakiness add up fast.

A microservices architecture spreads CI across many repos or services. Cumulative cost, parallelism, and cross-service reliability dominate.

Parallel pipelines without queues

Many services build at once. Warm pools start every job immediately instead of serializing behind a queue.

Control cumulative cost

Each service is cheap, but the sum is not. Roughly 69% savings across all of them is a large absolute number.

Reliable cross-service tests

Integration tests across services flake easily. Self-healing retries transient failures so one blip does not block a fleet of deploys.

Cache per service

Per-service dependency caches keep each pipeline near-instant on unchanged code.

Key takeaways

  • Warm pools parallelize many services.
  • About 69% cheaper across the fleet.
  • Self-healing protects cross-service tests.

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