Tilebox now gives developers and AI coding agents a connected way to test and improve workflows. An agent can make a change, publish a version, run it in a development environment, and inspect the results before deciding what to change next.
When a run fails, the agent can examine what happened in the failed step, apply a fix, and try again. That gives it feedback from actual execution rather than leaving you to move error messages between tools by hand.
Each published release captures a fixed version of the workflow. You choose which version runs in each environment, so a development cluster can test a change while production continues using an earlier release. Execution stays on compute you control.
See the agent-assisted workflow guide for an example of the full cycle.