The Next CLI UX Battle Is Agent Forensics
The most important agent upgrade this week is not another tool. It’s the growing ability to reconstruct why an agent touched files, spent tokens, and arrived at a code change in the first place.
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Full history ›No Mail Server Is Not a Free Pass
QM’s new admin-login route lets an already authorized administrator open a portal before outbound email exists—but only through a five-minute, origin-bound, one-use handoff that gets checked again at the door.
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.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.