AIOps
Release gates that hold up under incident pressure
Turn reliability policy into a release decision with fresh evidence, limited exceptions, and a clear path to resuming normal changes.
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AIOps
Connect PagerDuty, Jira, and Slack without losing incident state
A design guide for an incident assistant that handles duplicate events, partial failures, and reviewed AI summaries across tools.
How-To
Grafana dashboards for incident response
Build a view that answers who is affected, what changed, and where to investigate, then test its queries and missing-data behavior.
AIOps
Prompt engineering for operators: make evidence and limits explicit
A reusable prompt pattern for incident analysis, with checks for missing facts, unsafe recommendations, and unsupported certainty.
How-To
Linux performance tuning starts with a bottleneck
Measure a representative workload, identify the limiting resource, and test one reversible change instead of applying a universal sysctl recipe.
AIOps
Use AIOps to shorten the part of incident response that is slow
Locate the delay, choose a bounded intervention, and measure recovery quality alongside elapsed time.
How-To
Customer reliability engineering: connect the report to the service
Translate customer symptoms into an owned investigation while preserving impact, uncertainty, and a useful communication loop.
How-To
Alert trust: decide which signals earn an interruption
Decide which alerts earn an interruption using urgency, reachable authority, coverage evidence, and a practical alert acceptance record.
AIOps
AI in release engineering: improve evidence without weakening the gate
Use models for test suggestions and change analysis while keeping artifact identity, promotion rules, and rollback checks enforceable.
Leadership & Culture
Using ChatGPT at work: check the account, data, and destination
Make a useful AI request without assuming that tool approval, anonymization, or a training opt-out settles every data-handling question.
SRE
How blameless incident reviews make responsibility clearer
Examine what people knew and could do, then assign improvements that address the conditions behind the incident.
AIOps
AIOps Automated Remediation: A Practical SRE Workflow
Connect AI-assisted diagnosis to bounded runbooks, explicit approval gates, and independent recovery checks. Start with a practical SRE rollout checklist.