Notes from our work in AI security: what breaks, why it breaks, and what we built to fix it.
Every SOC analyst has opened VirusTotal, GreyNoise, and AbuseIPDB in three tabs for the same IP. Here is the open-source MCP server we built to collapse those three tabs into one tool call, one normalized verdict, and one answer.
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CMMC readiness efforts rarely fail at the control mapping stage. They fail at evidence: scattered artifacts, stale policies, and gaps nobody catches until week six. Here is what we built to fix the operational layer underneath the checklist.
