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Dive into a collection of past posts and rediscover timeless content.

How outbid.lol Re-invented "Attention Markets"

How outbid.lol Re-invented "Attention Markets"

The site was easy to copy, but its audience wasn't. The gap says something important about software in the AI era.

Aug 25, 2026

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8 min read

Why AI Model Files Belong in Your Software Supply Chain

Why AI Model Files Belong in Your Software Supply Chain

Safe formats are only one layer. Verify model origin, inspect loaders, and promote approved AI releases through a security gate.

Aug 20, 2026

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6 min read

How an AI Agent Exposed Its Hacker's Operation

How an AI Agent Exposed Its Hacker's Operation

A real offensive agent scanned targets, fetched exploits, and then served its operator's secrets to the network. The incident shows why agent security begins with containment.

Aug 18, 2026

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6 min read

Your AI Traces Are a Shadow Database

Your AI Traces Are a Shadow Database

Observability can copy prompts, tool results, and customer data into systems built for debugging. Those traces need their own security boundary.

Aug 6, 2026

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6 min read

How Anthropic Lost Its Halo

How Anthropic Lost Its Halo

Hidden guardrails, destroyed books, punishing limits, and a closed-platform turn are burning the trust that once made Claude different.

Aug 4, 2026

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12 min read

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Keeping you looped in on AI and cybersecurity trends in an ever-shifting landscape.

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