What is the PoC Cliff in automated pentesting?

It's the sharp drop in new findings after the first few runs, as tools exhaust their fixed attack paths—leaving deeper risks unchecked.

Why choose BAS over automated pentesting?

BAS validates your defenses independently across thousands of techniques, ensuring detection and prevention work, while pentesting just maps exploitable paths.

Will AI fix the limits of pentesting tools?

AI might enhance path discovery, but it won't replace BAS's broad shield-testing—expect hybrids where BAS leads with predictive sims.

🛡️ Security Tools

The PoC Cliff: When Your Automated Pentesting Tool Runs Dry

Picture this: your shiny automated pentesting tool uncovers hidden risks on day one, making you feel invincible. By week four? Crickets. Here's why that's screwing over everyday security teams—and the fix that's coming.

Threat Digest Apr 07, 2026 3 min read

Dashboard showing plummeting findings in automated pentesting tool over multiple runs

⚡ Key Takeaways

Automated pentesting dazzles initially but hits the PoC Cliff fast, missing ongoing validation. 𝕏
BAS runs independent simulations, testing defenses relentlessly without chaining limits. 𝕏
Don't fall for vendor hype swapping BAS for pentesting—it's a coverage downgrade. 𝕏

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Threat Digest

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#BAS vs Pentesting #Breach and Attack Simulation #PoC Cliff #automated pentesting

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Originally reported by Bleeping Computer

⚡ Key Takeaways

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