The number one rule of scaling is ensuring that you have more than enough resources readily available to consume, digest, and schedule what you need to run. In the case of agentic workloads,
Many of us are "hands-on-keyboard" interacting with Agents in our terminal or via a desktop app. That's, however, when you want to do something at the exact
As of 09/02/2026, the ActorTemplate object no longer exists. It was created, as the name suggests, to be the template/golden template that Actors use to deploy with particular settings and
The increase in cost of GPUs and AI is hitting an all-time high, so much so that it's hard to even get GPU usage approved within a public cloud environment.
Sandboxed Agents means we're going a level deeper in terms of where AI runs. Originally, it could be an Agent Harness like opencode or Codex running on your local terminal. Now,