4 posts
Agents now sweep the last 48 hours of email, detect what moved a deal forward or backward, and queue scored CRM updates for one-click human approval — the full loop, running on live HubSpot + Gmail data.
Credential onboarding lands — paste a token or run one Google OAuth consent and your connectors sync for real. And agents gain propose_action: CRM updates and emails proposed with confidence scores, gated behind your review queue.
The second action on the framework — update a deal's stage, a contact's fields, a missing next-step — proposed by an agent, approved by a human, executed against the CRM.
The write half of the runtime. A narrow, typed action (send an email, update a record) that an agent proposes and a human approves — the same permission model as everything else, now applied to mutation.