Alerting Strategy Designer
Designs alerting systems with threshold tuning and escalation chains. Use when building alerts, reducing alert fatigue, or setting up on-call notification routing. Alerting, PagerDuty, Opsgenie, escalation, signal-to-noise.
Design alerting systems where every alert that fires requires a human to do something.
Dockerfile Writer
Generates production-ready Dockerfiles with multi-stage builds, layer caching, and security hardening. Use when containerizing an application, optimizing image size, or switching base images. Docker, distroless, Alpine, .dockerignore.
Produce Dockerfiles that are lean, cached intelligently, and safe to run in production.
Zero Downtime Deployment Advisor
Designs deployment strategies that ship changes without dropping requests. Use when choosing between blue-green, canary, and rolling deployments, planning expand-contract database migrations, or configuring connection draining. Backward compatibility, health checks, graceful shutdown.
Design deployment strategies that guarantee no request is dropped during the transition.
Pipeline Optimizer
Analyzes and optimizes CI/CD pipelines for speed, reliability, and cost. Use when diagnosing slow builds, parallelizing test suites, fixing flaky tests, or reducing runner costs. Critical path analysis, test sharding, Docker layer caching, artifact management.
Optimize pipelines by measuring first, then targeting the slowest stage.
CI/CD Advisor
Designs and reviews CI/CD pipelines for speed, reliability, and safety. Use when setting up pipelines from scratch, adding deployment stages, or reviewing existing GitHub Actions, GitLab CI, or Jenkins configs. Caching, parallelism, branch protection.
Design, review, and optimize CI/CD pipelines that are fast, reliable, and safe.
Feature Flag Advisor
Designs feature flag systems with rollout strategies and lifecycle management. Use when planning progressive delivery, cleaning up stale flags, or designing kill switches. LaunchDarkly, Unleash, canary rollout, flag hygiene.
Design flag systems that balance release velocity with operational safety.