Topic
A design pattern that pauses an autonomous agent before sensitive actions so a human can review and approve the step before it resumes.
A dev.to post argues that the standing-key setup most people use for agents is a credential problem, and its three prescriptions of short-lived scoped tokens, per-tool grants and human confirmation on irreversible actions each carry an adoption cost.
Reality
RuntimeWire ran five assistants through the same nine tasks on September 16th with a single GPT-6 judge. All five refused the fake invoice and the lookalike payee; only Claude Cowork read the inbox the pack supplied.
Reality
Pizza Bot, now a self-hosted community project, gives background agents an email-style inbox. The durability behind it comes from LangGraph checkpoints written to a local SQLite file on the machine the app starts on.
Reality
The fixture fallback in a five-agent hackathon build was honest and clearly labelled, and it carried every screen of a deployment whose browser requests never once got through. Good degradation buys long silences.
Reality
Hatch is built to keep working with its app closed, so consent has to be banked up front and re-litigated later through an approvals surface. The pre-release build shows both, plus a recovery PIN that carries the private store between devices.
Reality
A dev.to essay splits agent architecture into five control layers and shows that only one of four failures in its worked example is fixable by editing instructions.
Reality
A dev.to post makes the operational case against connect-everything MCP setups: four task-scoped tools and a read/write split beat a forty-tool catalogue for a five-person business.
Reality