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Comparison

AgentPulse, drift investigation for multi vs Lucin

A factual side by side of two tools in AI Agents & Automation. Figures come from each product’s own site.

AgentPulse, drift investigation for multi

Listed

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

Lucin

Listed

Lucin is a static scanner for AI agents. It reads your tool definitions, agent graph and MCP config, then traces the exact path from untrusted input to an external sink,...

AgentPulse, drift investigation for multi compared with Lucin
 AgentPulse, drift investigation for multiLucin
CategoryAI Agents & AutomationAI Agents & Automation
Pricing modelOpen SourceOpen Source
Starting priceNot disclosedNot disclosed
Free tierNoNo
PlatformsNot disclosedNot disclosed
Techavy scoreNot rated yetNot rated yet

About AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next. What did change is the payload it receives from writer, starting at the same run. So critic is probably downstream damage, not the source. After the change, writer responses run ~180% longer and drop the section structure critic expects, earlier payloads were structured summaries, newer ones read as prose. If restoring the format fixes critic, make the fix in writer.

About Lucin

Lucin is a static scanner for AI agents. It reads your tool definitions, agent graph and MCP config, then traces the exact path from untrusted input to an external sink, with the single tool that closes it. MIT, no signup, nothing leaves your machine. Not toy examples, smolagents, CAMEL, LlamaIndex, mem0, txtai, autogen, agno, promptflow and others, across the 8 frameworks most agents are built on. It needs three capabilities that are each completely fine alone:.

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