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Request/response services are easy to sandbox: a header decides where the request routes. But real systems have Kafka topics where consumers pull whatever they want, and workflow engines like Temporal that schedule their own work. I'll show how to isolate message queues without duplicating a single broker, how to test new Temporal worker code against a live cluster without st...

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Coding agents can write code and run it against real dependencies. A human still has to decide whether the change works. Signadot Plans and Skills close that loop: encode "correct" as a reusable validation plan, then let an agent create a sandbox, run the plan, catch a cross-service regression, fix it, and re-run until it's green before a human sees the PR.

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