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Agent Ops: Orchestration, Governance, and Production Tooling

Introducing computer use in Gemini 3.5 Flash adds built-in computer use so agents can control apps, browse, and perform cross-platform tasks with improved performance. This turns tool use from bolted-on plumbing into a first-class model capability, changing how you design orchestrators and reducing glue code — directly relevant to Principle 03 (No More Single Player Mode).

Haystack: Open-source AI Framework for Production-ready Agents and RAG ships an open-source stack that orchestrates retrieval, reasoning, and tools to build production-ready agents and RAG systems. Use it as a battle-tested plumbing layer for reproducible retrieval + tool workflows and to avoid inventing orchestration patterns from scratch — a practical enabler of Principle 09 (Agentic Coordination).

Trase raises $107M seed to build OS and infrastructure for AI agents in healthcare and defense announces a major funding round to build an operating system and infrastructure layer for AI agents targeting regulated domains. Expect more opinionated, compliance-first stacks and vendor platforms that codify safe orchestration patterns — a signal your outcome-engineering stacks will increasingly depend on specialized agent OS primitives.

Intuit will show off how it rebuilt its AI infrastructure to support fast and complex tasks at VB Transform 2026 details Intuit’s migration to granular skill-and-tool orchestration that embeds humans and decouples orchestrators from model providers. Treat this as a blueprint: decouple skills, add human checkpoints, and design orchestrators as removable infrastructure to keep workflows auditable and resilient (Principle 09 + Principle 03).

Bringing more control over your connectors explains Mistral’s additions of scoped API keys, multi-account connectors, tool-level admin controls, and a connector debugger for enterprise integrations. These features give you the governance and observability primitives agents need to access sensitive systems safely — essential for implementing Principle 10 (The Law) and Principle 14 (The Immune System).