Operations | Monitoring | ITSM | DevOps | Cloud

How to think about quality in the age of cheap prototypes

When AI makes prototyping incredibly cheap, your old quality standards become a bottleneck. The key mindset shift? Quality doesn't matter equally everywhere. You can experiment with lower-quality prototypes to learn faster, then apply high standards only to what customers actually see. This isn't about lowering standards - it's about applying the right quality mindset at the right stage. Stop letting perfectionism slow down your learning phase.

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.

The value of product thinking for platform teams | webinar

Platform engineering can drive velocity, reduce risk, and increase value — but only if it's built with a product mindset. In this live event, Rob Zuber, CTO of CircleCI, hosts a panel of experts to explore how treating developers as customers helps platform teams deliver greater outcomes. Featuring Camille Fournier, Randy Shoup, Raju Gandhi, and Teresa Torres, this webinar covers practical strategies for building internal platforms that earn trust, abstract complexity, and fuel developer productivity.

7 tips for effective system prompting

Looking to get the most out of AI tools? In this video, we walk through 7 practical tips for writing effective system prompts that lead to more accurate, helpful, and context-aware responses. Whether you're building with LLMs or just refining your workflows, these tips will help you structure your prompts for success. Watch the full walkthrough and start improving your prompting strategy today.