Penetration Testing

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aws3 min readCurated summary

AWS Security Agent adds threat modeling, Kiro power and Claude Code plugin, and more | Amazon Web Services

AWS Security Agent, now part of AWS Continuum, is expanding into a unified security platform spanning design, development, and deployment. New capabilities include threat modeling, deeper pull-request and repository reviews, compliance validation, and integrations with Kiro, Claude Code, and other AI IDEs through MCP. AWS’s central promise is to find vulnerabilities, verify exploitability, and provide actionable fixes without interrupting developers’ workflows. ## Enhanced Code Reviews - Supports GitHub, GitLab, and Bitbucket, including SaaS and self-hosted installations. - Integrates with Confluence so reviews can use existing technical and security documentation as context. - Performs reasoning-based analysis of pull requests and entire repositories, identifying vulnerabilities beyond pattern matching. - Checks code against organizational security requirements and common security risks. - Validates findings in simulated environments to demonstrate proof of exploitability. - Provides remediation guidance and fix commits directly in the repository workflow. - Supports pull-request scanning, remediation, security requirement packs, and simulated validation. ## Compliance and Design Reviews - Managed compliance packs include: - AWS WAF - NIST CSF - PCI DSS - AWS best practices - Organizations can import their own security requirements from internal documents or Confluence. - Findings are mapped to the organization’s compliance posture, helping teams maintain audit readiness throughout development. ## Threat Modeling - Generates threat models from design documents or source-code repositories. - Builds an application context model covering: - Architecture - Data flows - Trust boundaries - Application components - Identifies likely threat actors, attack vectors, and weaknesses. - Uses the STRIDE framework to classify threats. - Prioritizes risks and recommends mitigations. - Threat models can be generated from the Security Agent console or through supported development tools. ## Kiro, Claude Code, and MCP Integrations - A Kiro power is available, with a Claude Code plugin coming soon. - An open MCP integration enables use from Kiro, Claude Code, or other AI-powered IDEs. - Developers can trigger scans, threat models, and remediation directly from their IDE or CLI. - Kiro commands include: - `Set up AWS Security Agent` - `Run a full security scan on this repo` - `help me remediate my findings` - `Build a threat model for this application` - Findings can be downloaded into the local workspace, prioritized, and used to start bug-fix specification sessions. - Generated threat models are saved at `.security-agent/threat_model.md`. - A Kiro agent hook can automatically evaluate whether a code-review scan should run after an agent turn. ## Lifecycle Coverage and Availability - Design-time security: design reviews and threat modeling, both in preview. - Development-time security: repository and pull-request code reviews, in preview. - Deployment-time security: on-demand penetration testing, generally available. - The features are available in supported AWS commercial Regions, with regional availability and pricing listed in AWS documentation. AWS Security Agent is positioned as a continuous security layer across the software lifecycle. Teams interested in automated, context-aware security analysis can try it through the Security Agent console, while developers can use the IDE and MCP integrations to keep scanning and remediation within their existing workflows.

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aws3 min readCurated summary

AWS Weekly Roundup: AWS DevOps Agent & Security Agent GA, Product Lifecycle updates, and more (April 6, 2026) | Amazon Web Services

The April 6, 2026 AWS Weekly Roundup highlights the general availability of AWS DevOps Agent and AWS Security Agent, autonomous “frontier agents” designed to handle complex operational and security tasks. It also reviews AWS service lifecycle changes and summarizes notable product launches and technical updates from the previous week. The overall message is that AWS is expanding agentic automation while helping customers manage service transitions and adopt new capabilities. ## AWS DevOps Agent and Security Agent Reach GA - **AWS DevOps Agent** - Investigates incidents, accelerates resolution, and helps prevent recurring problems. - Works continuously across multiple steps until an operational goal is complete. - Customers report up to **75% lower mean time to resolution (MTTR)** and **3–5 times faster incident resolution**. - Western Governors University reduced resolution times from hours to minutes. - **AWS Security Agent** - Provides continuous, context-aware penetration testing during the software development lifecycle. - Operates similarly to a human penetration tester. - LG CNS reported testing that was more than **50% faster**, approximately **30% less expensive**, and produced fewer false positives. - **Deployment flexibility** - Both agents support AWS, multicloud, and on-premises environments. - They are intended to automate repetitive investigative and testing work while allowing teams to focus on higher-value activities. ## AWS Service Lifecycle Changes AWS updated its Product Lifecycle Changes guidance on March 31, 2026, including migration recommendations and alternative services. - Services with availability changes or maintenance guidance include: - AWS App Runner - AWS Audit Manager - AWS CloudTrail Lake - AWS Glue Ray jobs - AWS IoT FleetWise - Amazon Application Recovery Controller Readiness Check - Amazon Comprehend features such as Topic Modeling and Prompt Safety Classification - Amazon Rekognition streaming and batch moderation features - Amazon SNS Message Data Protection - Services listed as entering sunset include: - AWS Service Management Connector - Amazon RDS Custom for Oracle - Amazon WorkMail - Amazon WorkSpaces Thin Client - **Amazon Chime SDK Proxy Sessions** is reaching sunset. AWS recommends reviewing the relevant service documentation or contacting Support to reduce operational disruption. ## Notable AWS Launches - Amazon ECS introduced **Managed Daemons for ECS Managed Instances**. - The AWS Sustainability console now consolidates **Scope 1–3 emissions reporting**. - **Amazon Bedrock AgentCore Evaluations** became generally available. - AWS Transform added generally available automated codebase analysis. - CloudWatch introduced OpenTelemetry Container Insights for Amazon EKS in preview. - Amazon Lightsail added compute-optimized bundles with up to **72 vCPUs**. - Amazon CloudFront added **SHA-256 support** for signed URLs and signed cookies. ## Additional AWS Resources The roundup also points readers to material on: - Architecting agentic AI applications on AWS. - Reducing data-transfer costs with Network Load Balancers. - Preventing hallucinations in production AI agents. - The AWS World Sports Innovation Cup. - Exploring AWS communities through an interactive 3D globe. AWS also encourages readers to participate in Builder Center discussions, community events, AWS Summits, and developer-focused programs. AWS teams should review the lifecycle notices for services they depend on, while developers and operations groups may benefit from evaluating the new agents and launches for automation, security testing, and observability improvements.

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