Devops

Local Kubernetes development with Tilt. Use when users need to create or modify Tiltfiles, debug multi-service applications, set up live updates, or work with the Tilt development workflow. Covers Tiltfile authoring, extensions, debugging, and integration with kubectl/Helm/Kustomize.

Infrastructure deployment verification workflow. Use when: (1) Pushing infrastructure/config changes, (2) Deploying to Kubernetes, (3) User says "deploy", "rollout", "verify deployment", (4) After committing Helm/K8s/Hydra/Kratos YAML changes, (5) Need to check deployment status.

AWS role assumption with Granted CLI. Use when assuming AWS profiles, switching accounts, opening AWS console, or authenticating to AWS. Triggers on: assume, granted, AWS profile, AWS role, AWS SSO, switch AWS account, AWS console, AWS authentication.

CI/CD pipeline monitoring and polling. Use PROACTIVELY when user pushes code, creates PR/MR, mentions "wait for CI", "check the build", "monitor pipeline", "watch workflow", or asks about build status. Launches background polling tasks that report back on completion.

Debug GitLab CI/CD pipeline failures including vault auth, docker builds, K8s deployments, and job errors. Use when: (1) Pipeline jobs fail, (2) Vault JWT auth issues, (3) Docker build/push errors, (4) K8s deployment failures, (5) "permission denied" or "unauthorized" errors, (6) rkeychain/devenv issues, (7) User asks to check pipeline status, (8) ECR push failures, (9) Runner or executor problems.