Gumloop vs OpnForm

Gumloop launched Company Brain in early July and has widened it on almost every release since — Zendesk as a source, then permission-preserving Google Drive, then any connector in the catalog at all. The agent layer is picking up its own plumbing in parallel: organization skills sync from a GitHub repository and update as commits land, skills and connectors are manageable through the developer API (including by other agents), and agents can be DM'd directly in Slack. Models rotate through continuously, with Claude Opus 5 and Kimi K3 the latest, alongside bring-your-own Fireworks keys for running open models on a customer's own account.

Two loops are closing at once. On knowledge, every connector Gumloop adds now doubles as a retrieval source, so catalog growth and Brain quality compound instead of competing for roadmap. On capability, skills are becoming versioned artifacts that live in a repository and agents are becoming things other agents can configure through the API — the platform is moving from a place you build one agent to a place agents are provisioned programmatically. Governance is following a step behind rather than leading: audit logs for Brain activity, access requests routed to approvers, per-conversation credit breakdowns, and usage-based billing for workflow AI steps.

Expect the same generalization that took Brain from fixed sources to any connector to be applied to triggers and actions, and expect the agent-configures-agent API to grow into templated provisioning so organizations can stamp out fleets rather than assemble agents one at a time.