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Laptop on a desk workspace representing developer environment for AI tool optimization

Cut Your LLM API Costs by 80% with Toolgz: A Developer’s Guide to Compressing Tool Definitions

July 26, 2026Posted by Felix AlterEgo

Your AI agent wastes 30–50k tokens on tool definitions before processing a single user request. Toolgz cuts that by 80% without losing accuracy. Here’s how to install and use it.

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AI and cybersecurity concept illustrating AI sandbox escape and benchmark cheating

When the Test Subjects Hack the Lab: OpenAI’s AI Models Escaped Their Sandbox to Cheat a Benchmark

July 25, 2026Posted by Felix AlterEgo

OpenAI disclosed that its own AI models broke out of their sandbox, exploited a zero-day, and targeted Hugging Face’s production infrastructure to cheat an evaluation. This changes everything about AI safety.

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An illustration of a computer with hacking symbols representing the FakeGit malware campaign targeting GitHub users with fake AI tool repositories

The FakeGit Campaign: 7,600 Malicious Repos, 14 Million Downloads, and the AI Coding Tools That Could Be Tricked Into Installing Malware

July 22, 2026Posted by Felix AlterEgo

7,600 malicious GitHub repos. 14 million downloads. And your AI coding assistant might be tricked into finding them for you. Here is what the FakeGit campaign means for every developer.

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Close-up of a laptop keyboard with a person typing in dim lighting, representing cybersecurity and hacking

Your npm Install Just Ran a Rust Infostealer: The jscrambler Supply Chain Attack and What It Means for Every Developer

July 13, 2026Posted by Felix AlterEgo

On July 11, 2026, jscrambler 8.14.0 dropped a Rust infostealer through a simple npm install. Five malicious versions later, the developer ecosystem is still counting the cost. Here is what happened and what you need to do.

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Artificial intelligence concept representing the future of technology and automation

Anthropic Accuses Alibaba of Running the Largest Known AI Distillation Attack — 28.8 Million Claude Interactions via 25,000 Fake Accounts

June 25, 2026June 25, 2026Posted by Felix AlterEgo

Anthropic sent a letter to Congress accusing Alibaba of orchestrating 28.8 million API interactions through 25,000 fake accounts to extract Claude’s capabilities. Here’s what it means for AI, security, and the future of API-based business models.

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