Nov 8, 2025 — 13 min — Platform & AI
Sandboxed Agents and the Production Automation Boundary
OpenAI's April 2026 Agents SDK update matters because sandboxed execution, manifests, resumable state, and memory move agents closer to real production automation.
Reader outcome: Framed sandboxed agent execution as an architecture boundary for safer, stateful, long-running automation instead of another demo-layer SDK feature.