Threat intel, DFIR
and security notes
Deep-dives, investigation write-ups, tooling notes and transparent product updates from the Mlab team. Written for analysts who want the indicators, the method and the fix.
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July 10, 2026
#vulnerability-management
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Vulnerability Management
Anatomy of a CVE: From Discovery to Your Patch Queue
Follow a vulnerability through its full lifecycle: discovery, coordinated disclosure, CNA assignment, NVD enrichment, publication, and exploitation, and learn what every field of a CVE entry really tells you.
7 min
Vulnerability Management
Patch Tuesday Survival Guide: Building a Monthly Vulnerability Workflow
A repeatable monthly process for Patch Tuesday: same-day triage with KEV and EPSS, patch windows by asset class, deadlines people respect, and verification that closes the loop.
6 min
Engineering
A 421M decision model in front of our MCP output? Not yet
Studies, benchmarks and build notes. Method first, numbers included, losses too.
Read the latest note