Session

Beyond Red/Green: Deep CI/CD Observability and Reliability Patterns

CICD pipelines are the backbone of modern software delivery, yet they are often treated as fragile black boxes. Failures slow down development velocity, erode trust, and introduce significant operational risk. This session focuses on moving beyond simple pass/fail checks by applying operational rigor and SRE principles to build truly resilient, efficient, and observable CI/CD workflows using open-source tools. Topics covered:

- Deep Pipeline Observability: Instrument CI/CD using OpenTelemetry for metrics, logs & distributed traces. Find bottlenecks & failure causes fast.
- Designing for Reliability: Implement patterns like idempotency, automated retries with backoff, checkpointing, and graceful failure handling to minimize the impact of transient issues.
- Performance Optimization: discuss techniques for reducing pipeline execution time and resource consumption through intelligent caching, parallelization, and optimized artifact management.
- Integrated Security Checks: Treat security scanning/signing as reliable operational gates.
- Data-Driven Deployment Strategies: Leverage OTel insights for automated deployment analysis & rollbacks.

Devashish Patil

Cloud Engineer @ Google

Bengaluru, India

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