- Paid-media analysis through a shared Deep Agents assembly, with a credential-free fixture demo.
- A local setup console and CLI for models, account connections, and deployment.
- Pipeboard tool discovery and read-only direct adapters behind a host-controlled account catalog.
- Deterministic period comparisons and HTML/PDF reports with source reconciliation.
- Typed proposals, verified human approvals, one mutation attempt, and bounded readback receipts.
- Managed Deep Agents deployment with Slack and schedule declarations, plus a self-hosted API, Slack adapter, and optional Postgres persistence.
- Runtime skills and editable business context shared across both deployment paths.
Live provider writes remain disabled by default and require the documented release gates.
- Clarify the README's capabilities, setup, deployment, and company customization guidance.
- Use the LangChain company logo in the README, with light and dark variants.