Hey SweetOps! Sharing something we shipped today at Signadot. signadot-validate is a skill that lets coding agents exercise their changes against the full microservice stack in their inner loop. The motivation: in cloud-native systems the validation surface is huge, and unit tests and mocks only cover a small slice of it. We wanted to give agents a way to validate changes against the full system before a PR opens. What it does: the agent discovers the cluster, spins up a lightweight ephemeral environment for its change (using Signadot), runs the modified service against real dependencies, validates through whatever test framework fits, and iterates on failures with live logs streaming back. Full disclosure: needs Signadot CLI installed in a cluster. Free tier and playground available for trying it out, but it’s not a git clone and run situation. GitHub Docs link Full writeup and demo video Happy to answer questions in thread & appreciate any feedback