Sandboxes
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Daytona's Archived Repo and the Year-Three Sandbox Question
Daytona moved its core development to a private codebase in June and GitHub archived the repository on 3 October. For anyone picking a sandbox platform, the test is whether they can still patch and verify the environment two years from now.
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One Deployment, Many Agents: The Rise of Per-Run Configuration
OpenAI's Agents API, LangChain's Managed Deep Agents v0.9, and Genkit Dart 1.0 all shipped a version of the same idea within a month: decide what an agent is per run, not per deployment. What that does to the security boundary and to observability.