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Why Your AI Agent Should Never Depend on One Provider
How-ToSystems

Why Your AI Agent Should Never Depend on One Provider

via Dev.toTurtleand1mo ago

The model provider behind my AI agent decided to stop supporting the platform I run it on. Everything stopped. Not "some things." Everything. The main chat session. The 14 scheduled cron jobs. The sub-agents I'd spawn for coding and research. All of it ran through one provider, one API key, one set of models. When the provider withdrew platform support, the entire system structure was at risk of going dark. The setup I run OpenClaw as my persistent AI agent. It handles research, content drafting, code reviews, scheduled checks, and a bunch of automation tasks. Over the past month, I'd built up a pretty sophisticated system: 14 cron jobs running at various intervals, a brain-as-router architecture where a central model delegates tasks to specialized sub-agents, and a workspace full of memory files that give the agent continuity between sessions. All of it pointed at one provider. I knew this was a risk. I even had "design for provider independence" on my to-do list. But the system worke

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