MLOps + Cloud Deploy (AWS-First)
Back to M5 — Cloud Deploy + Flagship

Capstone Defense: Monitoring + Postmortem

Present dashboard + incident postmortem.

71 minutesProject submission
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Assignment Instructions

Brief

Present the drift/latency dashboard sketch with one live alert rule, plus a blameless postmortem of one real incident from your flagship (a staging failure counts — honesty over perfection).

Dataset

Serving logs + drift sketch from m4-l11 + the incident timeline you lived.

Starter guardrails (plan 88)

Use the postmortem template (timeline, root cause, action items with owners); alert rule references the dashboard threshold; no blame language.

100-pt rubric

Dashboard + alert quality 35; postmortem depth (timeline + cause) 35; owned action items 20; defense clarity 10.

Deterministic checks -> LLM review

Checks: dashboard present; alert rule names a threshold; postmortem has timeline + owners. LLM review grades candor and action quality.

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