Why self-hosted inference is essential: Building a reliable, sovereign inference layer

Your agent can reach its tools. Identity is scoped. Governance is in place. None of that matters if the model behind the agent cannot reliably call those tools.I have watched this play out. A team builds an agent on LangChain or CrewAI. It works in development. It passes staging. Then someone asks the obvious question: where is inference actually running? The answer, almost every time, is a third-party hosted API—OpenAI, Anthropic, or Google. Not because the team prefers it, but…

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