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AI PENTESTING 45 min · Jun 2026

How We Built The Strobes AI Harness

Every AI pentesting product is one model update away from breaking, except this one isn't. Akhil Reni, CTO and Co-Founder, sits down to explain why: the architecture running 6 attack agents in parallel, the memory system that lets it learn from every test, and 130 skills built in-house instead of bolted onto someone else's model. His line on it: the model was never the hard part. The harness was.

What you'll take away

Why most 'AI pentesting' tools are really just one model wrapped in a UI, and what Strobes built instead

How 6 agents run a full test in parallel without overlapping or stepping on each other's work

What's actually inside the memory system that makes every test sharper than the last one

The honest engineering answer, not the demo version, for anyone deciding if this is real or hype

See it run on a target you choose

No slideware. Book 30 minutes and watch Strobes AI plan, execute, and validate a pentest against a live target, then get the audit-ready report.

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