DevOps

Deployment health, change risk assessment, incident triage, and RCA drafting. Currently in Beta.

Beta

DevOps skills are in Beta. Coverage and output quality are improving. Expected GA: Q3 2026.

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What it covers

Skill	What it detects	Output
Deployment health	Recent Lambda, ECS, and EC2 deployment status	Triage summary
Incident triage	Correlated view of recent changes + CloudWatch alarms + log errors	Triage summary
RCA drafting	Timeline reconstruction for a degradation or incident	RCA draft
Change risk scoring	Likelihood of a planned change causing impact based on historical patterns	Finding
Log correlation	CloudWatch log error patterns correlated with estate changes	Triage

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Example prompts

What changed in the last 2 hours before the latency spike?

Triage the payments service degradation from this morning

What's the blast radius of deploying to the prod Lambda function right now?

Correlate recent deployments with the increase in 5xx errors

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Required permissions

"cloudwatch:DescribeAlarms",
"cloudwatch:GetMetricStatistics",
"logs:DescribeLogGroups",
"logs:FilterLogEvents",
"logs:GetLogEvents",
"lambda:ListFunctions",
"ecs:DescribeServices",
"ecs:ListTasks",
"cloudtrail:LookupEvents"

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Next steps

• IAM — For change attribution (who deployed what)
• Infra Ops — For resource topology context during triage