Praetorian

The Attack Helix: Praetorian’s AI & Economic Architecture for Offensive Security

Praetorian · 2026-04-17 · Read original ↗

ATT&CK techniques detected

2 predictions

T1588.006Vulnerabilities

46%

", prioritized, contextualized, and fixed is value. that is why guard is not built to answer “ how do we scan more? ” it is built to answer a harder question : how do we continuously discover, validate, prioritize, and increasingly help remediate the exposures that matter before a…"

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T1018Remote System Discovery

35%

"build enterprise solutions. we “ eat our own dog food ” every single day in real - world. our operators leverage the platform to do their jobs and the feedback loop are instant, harsh, and grounded in reality, not synthetic benchmarks. because we built the product to satisfy our …"

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Summary

The Kill Chain models how an attack succeeds. The Attack Helix models how the offensive baseline improves. The Tipping Point One person. Two AI subscriptions. Ten government agencies. 150 gigabytes of sovereign data. In December of 2025, a single unidentified operator used Anthropic’s Claude and OpenAI’s ChatGPT to breach the Mexican government agencies and a financial institution. […]

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