A PDF dictionary is not necessarily an action
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AI tools, cybersecurity and development news aggregated from top sources β saved permanently with unique URLs.
A PDF dictionary is not necessarily an action
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A PDF action can keep its type and still change behavior
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The Fastest Way to Buy Verified Nextdoor Accounts
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AI Guardrails in Action: 4 Experiments You Can Run
I wrote a post that does what most guardrail articles don't β shows the actual before/after model ouβ¦
Bring Your Own Keys, Safely: The BYOK Security Model Behind ModelPlane
Bring Your Own Keys, Safely: The BYOK Security Model Behind ModelPlane If you're building on top oβ¦
How to Detect Cross-Tenant Data Leakage in MCP Servers and Multi-Tenant SaaS
The Hidden Security Gap in Multi-Tenant MCP Servers When you build a multi-tenant SaaS applicationβ¦
GHSA-2RP4-X2J7-QMCC: GHSA-2RP4-X2J7-QMCC: Stored Cross-Site Scripting via Draft Names in Craft CMS Control Panel
GHSA-2RP4-X2J7-QMCC: Stored Cross-Site Scripting via Draft Names in Craft CMS Control Panel Vulneβ¦
Canaries, Not Faith: Auditing Where Your Coding Agent Actually Writes
When people discuss AI agents escaping their boundaries, the mental image is usually dramatic: a jaiβ¦
What a Malicious Ollama Model Can Actually Do to Your Host, and How to Sandbox /api/pull
A malicious Ollama model is not a virus you double click, but it is untrusted input handed to a C paβ¦
Put a Capability Broker Between Your Agent and Its Tools
Agent incidents rarely look like a movie villain. They look like a helpful assistant combining two pβ¦
Don't Trust-Execute AI-Generated Code: A Sandbox Harness for Evaluating Coding Models Safely
In my last post I shared a reproducible harness for comparing free hosted coding models against a loβ¦
Capturing Your First Web Request with Wireshark on Windows
A live packet capture in Wireshark, filtered down to a single request and response, so you can see eβ¦