How Engineers Are Using AI to Write Incident Postmortems in Under 30 Minutes

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A workflow shared on DEV Community outlines how site reliability engineers can use AI tools to turn raw incident notes into a structured postmortem report quickly after an outage. The process involves five steps: extracting a clean timeline, generating a full draft, sharpening the root cause section, auditing action items, and running a readability check. Engineers are advised to feed the AI timestamped notes, impact statements, and resolution summaries rather than polished prose, letting the model handle structure while humans verify accuracy. Specific prompts are provided for each step, including instructions to keep the tone blameless and factual to avoid language that inadvertently assigns individual fault. The author estimates the workflow can reduce total postmortem writing time by roughly 60 minutes compared to drafting manually.

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