Cambium is an open-source behavioral coherence engine for agentic AI systems. It provides a deterministic evaluation framework to decide what to ask, lets the model answer, and assesses the quality of responses. Designed for AI governance and agentic evaluation workflows, it supports MCP and integrates with Anthropic models.
Cambium sits in PulseGate's AI & ML category. It focuses on evaluating and enforcing behavioral coherence in agentic AI systems for governance and reliability. It is built as an open-source project for AI governance researchers and developers. Cambium is open source under the Apache-2.0 license. The product ships for the command line.
Behind Cambium is oakquant, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — Cambium occupies a relatively distinct niche. Key capabilities include agent evaluation, behavioral coherence, and deterministic spine. It exposes integrations via an MCP server.
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