
OpenAI told SpaceX on 28 August it is winding down the contract that supplies OpenAI models to Cursor, firing a change-of-control clause two weeks after SpaceX bought Anysphere. The bring-your-own-key escape hatch covers local Chat and Agent sessions and explicitly does not cover Tab, Auto, Background Agents, Automations, the CLI, or the SDK. Every surface it misses is one that runs without a person watching.

Agent Plugins 1.0.0 landed on 6 August with AWS, Cursor, Microsoft, OpenAI, Google, GitHub and Vercel behind it, and six clients reading the format on day one. What the spec standardizes is a folder layout. Installation, permissions, sandboxing, trust and credentials are explicitly left to each client, which means the wiring that actually costs you hours is the part that does not travel.

LangChain's Deep Agents v0.7 cut base input tokens 65 percent, from 5,395 to 1,895 a turn, by deleting its own system prompt, trimming tool descriptions that duplicated the schemas, and demoting the write_todos planning tool to opt-in after evals showed it was not earning its keep. The lean harness was not cheaper on every model, which is the part worth measuring before you copy it.

In the week of July 16, AWS AgentCore went GA, Microsoft shipped its Agent Harness at BUILD, and the OpenAI, Anthropic, and Google SDKs made declarative loops first-class. The plan-act-observe loop you hand-wrote is turning into a managed runtime feature. The loop was never the hard part, and knowing what you give up when the runtime owns it is the part worth thinking about.

OpenAI is acquiring Astral. Get ahead of the inevitable change in defaults with this practical migration guide.