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AWS Architecture

The AWS Well-Architected Agent (Preview) vs a Human Architecture Review: What Each Catches

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October 25, 2026

5 min read

Announced October 1, 2026, the Well-Architected Agent analyzes live accounts and Terraform, CDK and CloudFormation against the Well-Architected pillars and proposes fixes, including runbooks and IaC changes. It needs an AWS Support plan. What it is good at, what it cannot know, and how we use it alongside a review.

AWS Well-Architected
Architecture Review
AI Agents
Trusted Advisor
Infrastructure as Code

AWS describes the Well-Architected Agent as the next evolution of Trusted Advisor and the Well-Architected Tool. It correlates metrics and application topology against Well-Architected best practices across cost, security, performance and reliability, prioritizes recommendations by the goals you set, and returns automation-ready fixes: Systems Manager runbooks for live resources and code changes for Terraform, CloudFormation and CDK. Access runs in three US Regions, workloads can be onboarded from any commercial Region, and it is delivered by AWS Support to customers with a Support plan.

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What the agent is good at

  • Breadth: every resource in every onboarded workload, checked consistently.

  • Configuration gaps with clear fixes: missing Multi-AZ, unencrypted storage, over-permissive security groups, idle resources.

  • Cross-pillar effects: showing the cost and performance impact of a reliability fix before you apply it.

  • IaC review before deployment, which is where fixes are cheapest.

What it cannot know

  • Which findings matter to your business this quarter, and which can wait.

  • Plans that are not in the account yet: the product launching in March, the enterprise customer asking for SOC 2, the acquisition.

  • Organizational causes: why the same misconfiguration keeps reappearing, who owns what, and which team is overloaded.

  • Architecture choices that are correct for you but unusual, which a best-practice check will flag anyway.

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As of October 25, 2026. Provided as is, for general information, and accurate to the best of our knowledge on the date shown. Not legal, compliance, tax, financial or other professional advice. Prices, limits and vendor services change; check current vendor documentation before relying on anything here. Terms of use.