Automation / DevOps / IaC

Amazon ECS introduces Action Logs to deliver timestamped records of service-side operations during deployments and Managed Daemon updates. This feature surfaces previously invisible actions, allowing engineers to monitor state transitions and troubleshoot issues without contacting AWS Support. Each entry captures the event name, log level, resource ARNs, and status reason to reduce mean time to resolution.

• Gain visibility into ECS service deployment state transitions and Managed Daemon updates.
• Reduce MTTR by accessing detailed error statuses and resource ARNs directly.
• Eliminate the need to manually correlate data or open support tickets for basic ops.
• Monitor actions with structured logs including INFO, WARN, and ERROR levels.

Openship is an open-source, self-hosted deployment platform that integrates built-in CI/CD capabilities. It allows users to push code, ship containers, and manage infrastructure through a desktop app, web dashboard, or CLI. The tool supports background service installation with auto-restarts and provides Docker Compose stack options for local development.

• Supports multiple interfaces: desktop app, web dashboard, and CLI for flexible access.
• Integrates built-in CI/CD to handle code pushing, container shipping, and infrastructure management.
• Offers easy installation via npm or curl, running as a background service with auto-restart.
• Provides Docker Compose support for cloning and local deployment environments.

Amazon Managed Service for Apache Flink now supports version 2.3, introducing adaptive partition selection to handle backpressure more effectively during uneven loads. The update also enhances change data capture (CDC) pipelines by improving how out-of-order updates are managed to ensure data correctness. Additionally, new SQL functions simplify the conversion between changelog and standard streams for developers.

• Adaptive partition selection improves application stability under uneven load conditions
• CDC pipelines gain better handling of out-of-order updates for improved data correctness
• New SQL functions simplify conversions between changelog and standard stream formats
• Managed service continues to simplify Flink setup, operation, and scaling

Amazon CloudWatch now offers coding agent insights, enabling engineering leaders to measure the value and ROI of AI coding tools within their organization. The feature integrates with the Claude Apps Gateway for AWS to collect telemetry from Claude Code, as well as supporting Codex and GitHub Copilot, without requiring additional instrumentation. By leveraging OpenTelemetry metrics, this dashboard presents coding performance data alongside existing operational metrics to help teams optimize access and budget allocation.

• Visibility into AI coding tool ROI and delivery acceleration across teams
• Collects telemetry from Claude Code via Claude Apps Gateway without extra instrumentation
• Supports Codex and GitHub Copilot alongside Claude Code
• Uses OpenTelemetry metrics integrated with existing CloudWatch operational data
• Helps right-size token budgets and identify teams needing expanded access