Blog

Engineering notes and workflow guides for on-device incident postmortem drafting on macOS.

Citation chains: the trust UI for AI-drafted postmortems

Why every AI-drafted claim must be two clicks from its source line. How schema-constrained extraction and a drafter quarantined from raw text make citation chains an architectural property, not a UI feature. Why cloud incident-management vendors didn’t ship them.

From Slack export to signed postmortem in three minutes

A complete step-by-step walkthrough using a real memory-leak incident. Slack export → structured timeline → five-section drafted postmortem → signed off → exported as Markdown or PDF. Three minutes wall time on Apple Silicon.