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Cisco Merged My PR in 39 Minutes — Why Prompt Defense Is the Next SQL Injection

DEV Community·ppcvote·about 1 month ago
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39 Minutes That's how long it took Cisco AI Defense to go from receiving my PR to merging it into main. An 873-star repo ( cisco-ai-defense/mcp-scanner ). 27 minutes to approval, 12 more to merge. I was on a subway watching GitHub notifications, hands shaking enough I almost missed my stop. But this post isn't about those 39 minutes. It's about the four months that made those 39 minutes possible. The Trigger: A Casual Scan Rewind to January 2026. I was building UltraProbe — an AI security scanner. One core function: check whether LLM system prompts have basic prompt-injection defenses. I thought: "Let me dogfood this. Run it across a hundred or two public prompts." After the scan completed, I stared at the screen for five minutes. 78% scored F. Not "could be designed better" F. No defensive language at all F. No role-escape mitigation, no output-manipulation guards, no input-validation boundaries. Nothing. Including some prompts I'd written myself a few weeks earlier. It was a strange moment.…

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