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AI SRE Watchlist
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Practitioner library

Evaluate AI incident-response tools with a repeatable process

Owned Watchlist resources for security review, historical replay, pilot scoring, and decision discipline.

guide
Map AI SRE products to the incident workflow
A guide to separating detection, triage, investigation, remediation, coordination, and learning claims.
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scorecard
AI SRE pilot scorecard
A practical scorecard for defining and reviewing an AI incident-response pilot.
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checklist
AI SRE security and data-access checklist
Questions for reviewing the access, data flow, model use, and action boundaries of an AI SRE product.
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guide
Managed vs self-hosted AI SRE architecture
An architecture guide for comparing responsibility, data boundaries, and operating cost.
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guide
Replay historical incidents safely
A practical method for evaluating incident-investigation tools without granting uncontrolled production action.
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report
State of AI SRE 2026: catalog snapshot and research method
An evidence-led catalog snapshot and research method for evaluating incident-response capabilities, deployment models, and operational fit.
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AI SRE Watchlist

A public directory for evaluating AI SRE tools.

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