Ambient Code is a platform (not covered here) and a collection of AI coding agents and workflows designed to help with software development. I decided to give it a shot and see how well their agents can analyze and contribute to one of our projects in Packit org. The first tool we are going to use is called agentready. It checks how well a project is maintained and suited for AI-assisted development.…

One of the daily tasks we have when developing AI agents is to review their runs. We have to read dozens of decisions so we can evaluate if the agents did the right thing. If not, we have to adjust our user prompts, system prompts, and tools.

Let’s review how Sonnet 4.5 performs while backporting a complex patch (with multiple conflicts).