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DataRobot

AI-ASSISTANTS
Velocity6.3

Enterprise AI platform for building, deploying, and governing predictive and generative AI applications.

www.datarobot.com ↗

DataRobot bends its whole blog toward governing agents in production

agent-governancemcpagent-identitycontent-blogdeveloper-toolsai-lifecycle
◆Current state
DataRobot's feed is a thought-leadership blog, and this run is almost entirely about the operational problem of agents in production: agent identity, shadow-agent discovery, and governing MCP connections at scale. Two entries are concrete product moves, adopting the Agentic Resource Discovery spec and shipping a Google Antigravity CLI plugin; the rest are essays framing the governance problem DataRobot wants to own.
◆Where it's heading
DataRobot is repositioning from model lifecycle to agent lifecycle, and specifically toward the control-plane layer of identity, discovery, and governance for autonomous agents. The concrete releases point at making DataRobot both discoverable to external agent clients and embeddable in developer agent workflows.
◆Prediction
Expect more agent-governance product surface, likely tooling to inventory and control the shadow agents and MCP connections the essays keep describing. The blog is laying demand groundwork for those features.

◆Recent moves

  1. 1d ago

    Your identity stack was built for two kinds of actor. Agents are a third.

    An essay arguing agents are a distinct third identity class beyond humans and services; problem-framing for DataRobot's agent-governance pitch, not a product change.

    View source ↗
  2. 8d ago

    A decade of open source at DataRobot: from predictive AI to the agent lifecycle

    A decade-of-open-source retrospective mapping DataRobot's contributions onto agent-lifecycle stages; positioning content with no discrete release.

    View source ↗
  3. 12d ago

    How can enterprises govern MCP connections at scale?

    Thought-leadership on governing MCP connections at scale; frames the control-plane problem without shipping a feature.

    View source ↗
  4. 15d ago

    DataRobot Agent Skills and MCPs are now discoverable through Agentic Resource Discovery

    ⚡ SPARK

    DataRobot adopting the Agentic Resource Discovery spec makes its Agent Skills and MCP servers findable by external AI clients and registries, the concrete manifestation of the run's shift toward the agent control plane.

    View source ↗
  5. 17d ago

    Shadow agents: find and govern unsanctioned AI agents

    An essay on finding and governing unsanctioned 'shadow agents'; demand generation for governance tooling, not a release.

    View source ↗
  6. 22d ago

    DataRobot for Developers — integrating with the Google Antigravity CLI

    A shipped plugin integrates DataRobot with Google's new Antigravity CLI, extending agent deployment into another coding-agent workflow; one of two concrete product moves this run.

    View source ↗