Agentic Browsers Deleted the Same-Origin Policy. The Industry Can't Agree That's a Bug.
PleaseFix, Intent Collision, and what happens when the sandbox escape is the product

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PleaseFix, Intent Collision, and what happens when the sandbox escape is the product

What changed, what moved, and how to turn ten risks into ten controls

The EU AI Act is here. Auditors will ask what your AI system is made of. Most teams can't answer. Here's how to fix that in one command.

Two benign tools can combine into an exfiltration path neither has alone. Here's how to find it before an attacker does.

A byte-level tour of pickle deserialization attacks, the 2025 scanner bypasses, and building a scanner that survives them.

Airlock scans the parts. Warden scans the assembly. Manifest inventories it all.

A plain-English tour of why AI systems are riskier than they look — and what it takes to make them safe.

Building a deterministic 3-tier agentic AI architecture with Google Antigravity, prompt-injection defenses, RBAC and Pydantic validation.
