isolated
3 stories and discussions about isolated, aggregated from every source we track.
1.
Worker Previews gives every branch its own URL, configuration, state, and observability, so you and your agents can test changes in parallel without affecting production.
2.
OpenAI has publicly detailed a more restrictive security approach for frontier reinforcement...
3.
Secure, reproducible KVM lab for agent-driven ML research: per-user VMs with driver / trusted / hostile zone isolation, plus five standalone scientific-state MCP servers - cloudcell/labloop