AWS Cloud Operations Blog
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AI-powered anomaly detection for AWS Systems Manager Session Manager logs using Amazon Bedrock
When an operations engineer or developer starts an AWS Systems Manager Session Manager session on a managed node, every command they run is captured as a transcript. Any one of those commands is either routine work or the first sign of a security incident. At scale, with hundreds of nodes generating thousands of command entries […]
Control investigation costs before they start with AWS DevOps Agent
Introduction Before an AWS DevOps Agent investigation runs its first billable query, you can see what it will cost and decide whether to proceed. The Investigation Cost Guardrail skill brings cost awareness to AWS DevOps Agent, giving your team visibility and control over scope before the investigation begins. This post introduces the Investigation Cost Guardrail, […]
Share Systems Manager documents across your AWS Organization with AWS RAM
Introduction If you operate AWS Systems Manager (SSM) documents, such as Automation runbooks and Run Command documents, across an AWS Organization, you must decide which accounts can run them. Until now, that meant sharing each document with a list of individual account IDs through the ModifyDocumentPermission API, which accepts up to 1,000 account IDs per […]
Best practices for writing AWS DevOps Agent Skills
When an incident hits at 2 AM, the on-call engineer’s effectiveness depends on what they know about the system, which metrics to check first, what “normal” looks like for this service, and where to find the deployment history. That knowledge often lives in runbooks, internal wikis, and the heads of senior engineers who built the […]
Automate RCA across ServiceNow, Dynatrace and Slack with AWS DevOps Agent
If you manage production incidents, you know the drill. A ServiceNow ticket fires at 2 AM. The on-call engineer wakes up, logs in to Dynatrace, pulls traces and metrics across multiple dashboards, cross-references change records, forms a hypothesis, updates the ticket, and posts findings to Slack. The investigation takes one to three hours, and that’s […]
From 2 AM alarm to answer: Security Triage with AWS DevOps Agent
Security incident triage usually starts cold. An Amazon CloudWatch alarm fires at 2 a.m. because an AWS Identity and Access Management (IAM) access key just created another access key. The responder spends the first 30 minutes assembling evidence from AWS CloudTrail, Amazon CloudWatch Logs, and Amazon Virtual Private Cloud (Amazon VPC) Flow Logs before deciding […]
This Month in AWS Observability: August – September 2026
Introduction August and September brought the general availability of Amazon CloudWatch Omni, an AI-first, app-centric observability experience that brings together telemetry across AWS accounts, Regions, and Azure workloads in a single space. Alarms gained warm-up periods and wall clock evaluation windows, cutting the noise that comes from startup gaps and rolling-window edge cases. Database observability […]
Investigate your AWS account activity in plain language with Amazon Q
AWS CloudTrail now integrates with Amazon Q in the AWS Management Console, letting you investigate your AWS account activity using plain language. CloudTrail records API activity across your AWS account for security auditing, compliance, and operational troubleshooting. Getting insights from this data has traditionally meant writing queries in Amazon Athena or Amazon CloudWatch Logs Insights, […]
Reduce MTTR with AI-driven RCA using AWS DevOps Agent and Splunk
Modern cloud-native applications generate rich telemetry across metrics, logs, and deployment histories. When performance degrades, operations teams have the data, but the challenge is correlating signals across multiple tools quickly enough to minimize customer impact. Root cause analysis remains a largely manual process dependent on institutional knowledge and operator experience. This post shows how AWS […]
How Moeve scales AWS governance with automated AWS Organization Service Control Policies
Moeve, formerly known as Cepsa, is a global integrated energy company with over 90 years of experience and more than 11,000 employees. Moeve is committed to driving Europe’s energy transition and accelerating decarbonization efforts. The company has embraced digital transformation to enhance energy efficiency, safety, and sustainability, focusing on investments in green hydrogen, second-generation biofuels, […]









