Running large language models locally is easier than ever. With tools like Ollama and frameworks such as OpenClaw, it’s now trivial to deploy AI agents that reason, keep state, and execute actions on private hardware.

That convenience comes with a catch.

Once an LLM is wired to tools and exposed through a platform like Discord, it stops being...