Google clamps down on Antigravity 'malicious usage', cutting off OpenClaw users in sweeping ToS enforcement move

Published: (February 23, 2026 at 06:01 PM EST)
6 min read

Source: VentureBeat

Google’s “Antigravity” Ban Hits Open‑Source AI Agent OpenClaw

Date: Monday, February 23

Google sparked controversy among developers this weekend after restricting access to its new Antigravity “vibe‑coding” platform, citing “malicious usage.”


What Happened?

  • OpenClaw users who combined the open‑source autonomous AI agent with Antigravity (or linked OpenClaw agents to their Gmail accounts) reported losing access to their Google accounts on social media.
  • Google’s explanation: those users were exploiting Antigravity to obtain a larger number of Gemini tokens via third‑party platforms like OpenClaw, overwhelming the system for other customers.
  • The crackdown cut off several accounts, highlighting architectural and trust concerns that can arise when open‑source agents interact with proprietary services.

“We’ve been seeing a massive increase in malicious usage of the Antigravity backend that has tremendously degraded the quality of service for our users. We needed to find a path to quickly shut off access to these users that are not using the product as intended. We understand that a subset of these users were not aware that this was against our ToS [Terms of Service] and will get a path for them to come back on but we have limited capacity and want to be fair to our actual users,”
Varun Mohan, Google DeepMind engineer & former CEO/founder of Windsurf (X post)

A Google DeepMind spokesperson told VentureBeat that the move is not a permanent ban on using Antigravity with third‑party platforms; it is intended to bring usage back in line with the platform’s Terms of Service.


Why the Timing Matters

  • One week earlier (Feb 15), OpenAI CEO Sam Altman announced that Peter Steinberger, creator of OpenClaw, had joined OpenAI to lead its “next generation of personal agents.”
  • Although OpenClaw remains an open‑source project under an independent foundation, it is now financially backed and strategically guided by Google’s primary rival.
  • By cutting off OpenClaw’s access to Antigravity, Google is not only protecting its server load but also severing a pipeline that allowed an OpenAI‑adjacent tool to leverage Google’s most advanced Gemini models.

Infrastructure & Connection Uncertainty

OpenClaw was designed to let individual users:

  • Run shell commands
  • Access local files

…thereby fulfilling a major promise of AI agents: efficient workflow automation.

However, as VentureBeat has repeatedly noted, OpenClaw can run into:

  • Security and guardrail issues
  • Governance challenges for enterprise deployments

Several startups are already building secure, governed layers for enterprise customers to use OpenClaw, but the technology is still very new, so more announcements are expected.

Google framed the ban not as a security problem but as an access‑and‑runtime issue, underscoring the lingering uncertainty when developers try to integrate OpenClaw into their pipelines.


Historical Context: Agentic AI Access Curtailments

YearCompanyActionReason
2023AnthropicThrottled Claude Code accessUsers allegedly ran the model 24/7, abusing the system
2024GoogleCut OpenClaw access to Antigravity“Malicious usage” that overloaded Gemini token allocation
2024Anthropic (earlier)Introduced client fingerprintingTo keep Claude Code as the exclusive interface, locking out wrappers like OpenClaw

These moves illustrate a broader industry shift toward “walled‑garden” agent ecosystems, where providers prioritize vertically integrated experiences that capture 100 % of telemetry and subscription revenue—often at the expense of open‑source interoperability.


Affected Users

  • Multiple users on Y Combinator chat boards and X reported being locked out of their Google accounts after running OpenClaw instances for various Google products.
  • Some have announced they will stop using Google or Gemini for their projects.
  • Those who still wish to use Antigravity must wait for Google to define a “fair” way to connect OpenClaw with Gemini tokens.

“We have only cut access to Antigravity, not to other Google applications,” a Google DeepMind spokesperson reiterated.


Conclusion: The Enterprise Takeaway

The “Antigravity Ban” serves as a definitive case study in the risks of agentic dependency. As the industry moves from chatbots to autonomous agents, enterprise decision‑makers should internalize the following realities:

  1. Platform fragility is the new normal – Even high‑paying “Ultra” customers ($250 / month) can be abruptly locked out when a provider revises its “fair‑use” definition.
  2. Vertical integration is gaining priority – Vendors are increasingly building end‑to‑end stacks to retain full control over telemetry, billing, and user experience.
  3. Open‑source interoperability is no longer guaranteed – Projects like OpenClaw must anticipate potential disconnections from major cloud services and plan for self‑hosted or alternative back‑ends.
  4. Governance and security layers are essential – Enterprises should demand robust guardrails, auditability, and clear SLAs before embedding third‑party agents into critical workflows.

Bottom line: The era of “bring‑your‑own‑agent” to frontier LLMs is waning. Companies that wish to maintain flexibility must either negotiate explicit partnership terms with platform providers or invest in fully self‑hosted, compliant agent infrastructures.

Risks of Relying on Third‑Party OAuth Wrappers

  • High‑risk gamble: Using OAuth‑based third‑party wrappers for core business logic can expose your organization to sudden service disruptions and policy changes.

The Rise of “Local‑First” Governance

  • OpenClaw’s shift: Moving toward an OpenAI‑backed foundation while Google and Anthropic tighten control of their clouds.
  • Enterprise priority: Choose agent frameworks that can run locally or within VPCs.
  • Token loophole closure: The “token loophole” that OpenClaw exploited is being closed; future agentic scale will require direct, high‑cost API contracts rather than subsidized consumer seats.

Account Portability as a Requirement

  • Lesson learned: Users “lost access to their Google accounts,” highlighting the danger of bundling development environments with primary identity providers.
  • Best practice: Decouple AI development from core corporate identity (SSO) where possible to avoid a single Terms‑of‑Service violation paralyzing an entire team’s communications.

Outlook

  • The Antigravity incident marks the end of the “Wild West” for AI agents.
  • As Google and OpenAI stake their claims, enterprises must choose between:
    1. Stability of the walled garden (managed services).
    2. Complexity (and cost) of truly independent, self‑hosted infrastructure.
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