Unsloth Rolled Back the Sandbox Its Review Had Just Cleared
A live review reported working Linux and macOS isolation. The next day, the implementation was reverted. Studio’s remaining protections make the consequence more specific than “the sandbox is gone.”
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Full history ›The Allow Button Was Waiting for a Socket
OpenWork reproduced a ten-second approval timeout before the user’s decision reached the engine. The repair gives that decision a separate route through a busy desktop app.
The Cookie Jar Between Two Agent Sessions
Microsoft’s Agent Framework is changing what its Python HTTP clients remember. A new conversation can still inherit an old login when both use the same cookie jar.
The Fine Print Behind Kilo’s Swarm Default
Kilo’s main branch now enables a shared agent board by default. Its messages can carry findings across a team—but a successful post cannot summon a worker, prove it listened, or stop it.
A Child Agent Can't Promise Its Watcher to the Parent
Hermes now makes a child wait, kill, or formally hand over background work before it returns—ending one treacherous kind of progress report.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.