What Happens When Your LLM Provider Bans Your Use Case Mid-Production

OpenClaw got banned from Claude with 40,000 tools in production. No warning, no grace period — just a policy enforcement that shut down their entire inference pipeline. I watched the Hacker News thread light up with the predictable mix of schadenfreude and terror from people running similar systems. This isn't an edge case. Anthropic, OpenAI, and every other LLM provider reserves the right to change terms, throttle capacity, or outright ban use cases. When you're handling production traffic, a...