5 free prompts · all verified
DevOps & Cloud prompts
Infrastructure prompts where precision matters most — Dockerfiles, CI pipelines, Kubernetes manifests, cloud configs — with the guardrails spelled out because a plausible-but-wrong YAML file costs real money.
Every prompt lists the exact tool and version it was tested against.
Turn a working Dockerfile into a multi-stage build that doesn't ship your build toolchain to productionRewrites a single-stage Dockerfile into a hardened multi-stage build with a minimal runtime image, a non-root user, and an explicit rationale for every layer decision, so image size and attack surface actually get reviewed instead of copy-pasted from a tutorial.ChatGPT (GPT-5.1)2026-08-08Design a CI workflow that fails fast, isolates flaky tests, and doesn't punish contributors for a broken shared runnerBuilds a CI pipeline configuration (jobs, stages, caching, retry policy) for a real repo's constraints, plus an explicit flaky-test quarantine strategy, instead of a generic lint-test-build template that ignores how the team's tests actually behave today.ChatGPT (GPT-5.1)2026-08-10Write a Kubernetes manifest that won't get OOMKilled at 2am because nobody set real resource limitsGenerates a Deployment/Service manifest set with resource requests and limits derived from actual observed usage, a rollout strategy suited to the workload, and readiness/liveness probes that won't cause a self-inflicted outage during deploy.ChatGPT (GPT-5.1)2026-08-12Get a security review of an infrastructure change before it merges, not a generic OWASP checklistReviews a specific infrastructure or config change (IaC diff, new service, permission grant) for concrete security issues tied to what actually changed, ranked by exploitability, instead of a boilerplate security checklist that doesn't engage with the diff.ChatGPT (GPT-5.1)2026-08-13Plan a major dependency upgrade so breaking changes get caught before your users find themTurns a scary major-version dependency bump into a scoped upgrade plan — breaking-change inventory, migration order, and a rollback trigger — based on the actual changelog and codebase usage instead of a blind bump-and-hope.ChatGPT (GPT-5.1)2026-08-14
