Does sipi.bot Work with Any LLM?
Yes. sipi.bot doesn't touch the model layer — it sits on the money path. Any LLM, any framework, any provider.
Why it's model-agnostic
The firewall evaluates transactions, not prompts.
HTTP, MCP, and CLI interfaces — no SDK lock-in.
What it covers
All model providers and self-hosted stacks.
All the tools and merchants your agents call — not just inference.
FAQ
Does it slow inference?
No — it only evaluates spend actions, ~5 ms.
Does it care which framework I use?
No — it composes with LangChain, CrewAI, Mastra, and the rest.
Related
Stop the next $12,400 night.
One API call (or MCP tool) in front of every agent transaction — APPROVED, BLOCKED, or FLAGGED, deterministic, ~5 ms, fully logged.
See plans — from $99/mo Try a live check