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Pipeline Integration and Infrastructure Automation Questions

Integrate pipelines with container orchestration and infrastructure automation to enable repeatable and reliable deployments. Topics include pipeline triggers and hooks, container image build and registry strategies, environment promotion and image tagging strategies, integrating infrastructure as code into pipeline workflows, interacting with orchestration platforms such as Kubernetes for deploying services, and managing multiple environments and pipeline dependencies. Also cover secrets and configuration management in pipelines, deployment automation patterns, health checks and rollout validation, and operational practices such as deployment observability and collaboration between developers and platform teams.

HardSystem Design
95 practiced
For a large monorepo with thousands of services, propose a CI/CD strategy that avoids rebuilding and retesting everything on every commit. Describe dependency detection, affected-tests/builds, caching, and incremental pipeline execution.
HardTechnical
92 practiced
Describe how to implement artifact signing and attestation in a pipeline (e.g., using Sigstore or in-toto). Explain how signing improves supply-chain security, where signatures are stored, and how runtime systems verify signatures before pulling images or artifacts.
MediumTechnical
94 practiced
Describe strategies to prevent secrets from leaking into pipeline logs or resulting artifacts. Include examples of masking, redaction, avoiding environment variable echoing, and scanning artifacts before publishing them to registries.
MediumTechnical
90 practiced
Propose retention and lifecycle policies for container image registries supporting multiple environments and thousands of images. Include rules that balance rollback ability with storage costs and explain how to safely GC unreferenced images.
EasyTechnical
101 practiced
Explain the difference between Kubernetes readiness and liveness probes. As an SRE, where in the deployment pipeline would you assert these checks, and how do they affect rollout behavior during automated deploys?

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