A Forgotten Tool Is No Longer Callable in Pydantic AI
After compaction hides how a deferred tool reached an agent, Pydantic AI now makes the agent put that evidence back before the call can go through.
Edition File
All editions ›Recent Editions
Full history ›An Agent’s ‘No’ Needs a Way Back—But Not a Shortcut
Qwen Code now offers one manual review only for the exact action its AUTO mode blocked—turning a false positive into an accountable decision instead of a workaround hunt.
Hermes Decides That a Preference Can Have a Home
Hermes is redrawing a deceptively important line: a correction learned while doing one task belongs with that task's skill, while persistent memory is for facts that should matter everywhere.
Before Codex Trusts a Workspace, It Stops Letting the Workspace Choose Its Helpers
A merged Codex change moves automatic pre-trust helper lookups to known system locations, sanitizes plugin-sync Git, and makes diagnostics inspect a workspace-influenced path without running what they find.
A Child Agent’s Approval Request Shouldn’t Hide in Another Tab
Openwork now brings a child session’s blocked permission into the parent task; fresh Goose state-machine work shows why seeing the ask is only half the control.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.