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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

End-to-end testing and deployment of a multi-agent AI system with Docker, LangGraph, and CircleCI

Multi-agent AI systems are transforming how intelligent applications are built. By orchestrating multiple specialized agents that collaborate to solve complex tasks, these systems enable more dynamic and efficient workflows. However, deploying such a system reliably and at scale requires a structured approach to testing, packaging, and automation.

Why we vibe coded a marketing campaign for Anthropic

Let’s start with the obvious: we’d like to have Anthropic as a customer. We greatly admire the work they are doing at the intersection of frontier models + safety. We use lots of different AI tooling at incident.io. We’re all-in at AI at incident.io, both to improve the productivity of our internal team and, more importantly, to provide our customers with superpowers in the form of an AI incident responder.

dotConnect for MySQL: The Enterprise-Grade Connector You Can Trust

Supercharge your.NET development with dotConnect for MySQL — the high-performance ADO.NET provider that offers direct connectivity to MySQL and MariaDB.nIn this video, you’ll get a complete overview of how dotConnect for MySQL simplifies data access, enhances productivity, and powers robust applications across the.NET ecosystem. What you’ll see: Whether you're building enterprise apps or data-driven services, dotConnect for MySQL gives you the speed, flexibility, and security you need.

MCP server: Automated test coverage

Learn about a new feature using CircleCI's MCP server that brings automated test coverage to AI-enabled applications. Using a simple React app, the MCP server scans for AI prompts, recommends tests, and writes them directly into your codebase. Watch how you can: Now you can test and ship with confidence—right from your IDE or CI pipeline.

20+ Cloud Management Software Platforms To Know In 2025

The cloud offers many benefits, including scalability, cost savings, and operational efficiency. But here’s the deal. Organizing, monitoring, and controlling a cloud environment can become complex as workloads, applications, services, and underlying infrastructure grow. Businesses can better control and monitor their cloud infrastructure services, resources, and data using cloud management software.