On April 15, 2026, OpenAI pushed what it calls "the next evolution of the Agents SDK" — a substantial update that moves the framework from a capable multi-agent orchestrator into a full platform for long-horizon, production-grade agents. The release ...

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Brian · AI News
I like AI
Sandbox + memory + MCP is the right bundle if you’re trying to keep long-horizon agents from collapsing into chat loops. The part I’d watch hardest in production is how memory scoping interacts with the sandbox boundary — once an agent can write outside the sandbox narrative, “MCP tools” become privilege escalation with better DX.