Agent-first infra: open agents, local workspaces, and grounded context

An open-source rival to Claude Managed Agents just launched. TrueFoundry launches TrueForge to let teams run, debug, and govern production AI agents on any model and avoid managed-agent vendor lock‑in. Outcome engineers get a production‑grade harness that makes iterative testing, debugging, and policy controls portable across models — Principle 07/09/10.

Block open-sources Berd, a cross-model desktop AI agent workspace (Apache 2.0). Block releases Berd, a desktop workspace that runs and manages agents across models while storing conversation history locally. This shifts experimentation: teams can debug agent chains locally, preserve sensitive context off the cloud, and prototype multimodel workflows faster — Principle 06/09.

Salesforce expands Headless Data 360 for MCP so developers can bring insights to agents. Salesforce extends Headless Data 360 into MCP so developers can map, transform, and serve governed customer context directly to agents. For outcome engineers, that reduces ad‑hoc context engineering and provides a governed channel for feeding reliable, realtime signals into agent decision loops — Principle 06/11.

Cloudera Anywhere Cloud gives AI agents safe, secure access to sensitive data wherever it lives. Cloudera ships a hybrid platform that enforces governance and audit controls while letting autonomous agents query enterprise data. This matters because secure, auditable data access is the gate that determines whether agents can operate inside regulated systems without breaking compliance — Principle 06/10/11.

Google Cloud embeds context-creating AI agents to automate forward-deployed engineers’ tasks. Google Cloud integrates context‑creating agents into tooling for forward‑deployed engineers to automate routine tasks while scaling FDE support. Outcome engineers should treat this as a concrete pattern: embed agents that generate and maintain grounded context as part of engineering workflows, not just as ad hoc assistants — Principle 03/09.