DevOps Prompts

Incidents, pipelines, migrations, and the questions you ask at 3am. 16 prompts in this category.

• Incident Timeline ReconstructorUse during or right after an incident, when logs from several services need to be interleaved.
• Rollback Risk AssessmentRun before every rollback that crosses a database migration.
• CI Pipeline Failure TriageFor red builds where the stack trace does not obviously map to your change.
• Infrastructure-as-Code Diff ReviewBefore applying any plan that touches networking, storage, or a stateful resource.
• Postmortem Draft from TimelineOnce the incident is closed and you have the facts but not the write-up.
• Alert Noise ReductionWhen on-call is ignoring pages, which is the real outage risk.
• Secrets Exposure CheckA second pass on top of automated scanning, especially for config and infra files.
• Capacity Planning from MetricsFor budget and scaling conversations that need a date rather than a vibe.
• Migration Runbook GeneratorFor any migration you intend to run against production data.
• Dependency Blast-Radius MapperBefore deprecating a service, or when scoping the impact of a planned outage.
• Dockerfile OptimizerWhen image pull times or security scans are slowing down deploys.
• Kubernetes Manifest ReviewerBefore applying manifests to a production cluster.
• Log Aggregation Query HelperWhen you know what you are looking for but not the query syntax of your log platform.
• Deploy Strategy RecommenderFor high-risk deploys where the strategy choice matters as much as the code.
• SLO Drafting AssistantWhen a service is growing and needs formal reliability targets.
• Cost Anomaly InvestigatorWhen the bill surprises you and you need a hypothesis before you dig into the console.

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