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Practical offensive security, AI-driven testing, and guidance for engineering teams.

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Latest·August 1, 2026·3 min read

Securing AI-Generated Code: A Framework for Continuous Offensive Validation

When agents can chain tools across sandboxes, registries, and APIs, point-in-time scans miss the real risk. Here is a practical framework for validating AI-built software continuously.

security · ai · devsecops

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Jul 3, 2026 · Product

Security in the AI era: why speed without proof is the new risk

AI is accelerating how we build software — and how attackers find weaknesses. PandaONE helps teams streamline security with continuous, proof-driven testing.

security · ai · product

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