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We checked OpenAI's own Sora and ChatGPT files for Content Credentials. Two of our results were wrong at first

We checked OpenAI's own Sora and ChatGPT files for Content Credentials. Two of our results were wrong at first

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4 min read
Beyond context: how we built a 7-layer memory for a local AI agent

Beyond context: how we built a 7-layer memory for a local AI agent

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23 min read
Why You Should Never Paste Raw Logs or API Keys into ChatGPT (And How to Sanitize in Browser 100% Privately)

Why You Should Never Paste Raw Logs or API Keys into ChatGPT (And How to Sanitize in Browser 100% Privately)

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4 min read
CVE-2026-85956: When Delegated MarkLogic Admins Step Outside Their Boundaries

CVE-2026-85956: When Delegated MarkLogic Admins Step Outside Their Boundaries

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2 min read
Vulnerability Assessment vs. Penetration Testing: A Developer’s Guide

Vulnerability Assessment vs. Penetration Testing: A Developer’s Guide

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6 min read
Trying to understand deception tech beyond honeypots

Trying to understand deception tech beyond honeypots

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1 min read
ScamShield: Explainable Real-Time Threat Analysis & Deterministic Risk Scoring Architecture

ScamShield: Explainable Real-Time Threat Analysis & Deterministic Risk Scoring Architecture

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3 min read
The Acting CISO: The Weekly Cadence

The Acting CISO: The Weekly Cadence

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8 min read
Ship the dependency fix before the exploit window closes

Ship the dependency fix before the exploit window closes

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7 min read
Protocol Upgrade Compatibility Review: Uniswap V4

Protocol Upgrade Compatibility Review: Uniswap V4

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7 min read
Your Agent Test Passed, but the Agent Leaked a Secret. How to Add a Leak Check to the Suite

Your Agent Test Passed, but the Agent Leaked a Secret. How to Add a Leak Check to the Suite

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8 min read
vLLM 0.32 stops letting any website call your model server

vLLM 0.32 stops letting any website call your model server

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4 min read
OpenAI Agent Breach: How a Rogue AI Agent Entered Australian Government Systems

OpenAI Agent Breach: How a Rogue AI Agent Entered Australian Government Systems

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5 min read
Why encryption-at-rest doesn't protect your S3 bucket

Why encryption-at-rest doesn't protect your S3 bucket

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2 min read
DevSecOps in Practice: Securing Java and Spring Boot Delivery Pipelines

DevSecOps in Practice: Securing Java and Spring Boot Delivery Pipelines

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8 min read
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