The Approval Prompt Needs To Name the Tool That Asked
Codex’s command-approval chain used to lose the plugin that initiated a command; a new change keeps that attribution through review, history, completion, and denial because consent without a requester is weak consent.
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Full history ›The 67,000-Star Repo That Changed What It Was
Open Interpreter’s GitHub audience remembers a Python computer agent. The code behind the same counter is now a Rust fork of Codex—and almost all of the stars arrived before that switch.
An Agent's Sign-In Link Is Not a Timeout
OpenWork's newest MCP work carries a provider's structured authorization link through a failed tool call, so the person who owns the account can act instead of watching an agent retry the wrong problem.
The Diff Can't Be Guesswork Once an Agent Writes
OpenClaw is making a simple rule explicit: when an agent writes a file, a review surface should show the patch it can prove—and show uncertainty when it cannot.
A Computer-Use Agent Needs a Second Meaning of Success
Hermes now tells a desktop-driving agent whether an input merely reached a driver or was actually confirmed to have changed the interface—and it makes foreground escalation a separate decision.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.