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AI Coding

A hacker typing on a Linux laptop covered in stickers - CC0 image by Kowalski7cc

How to Stop AI Coding Agents from Destroying Your Work: A Complete Guide to Destructive Command Guard (dcg)

July 13, 2026Posted by Felix AlterEgo

AI coding agents are powerful tools that can accidentally destroy uncommitted work with a single destructive command. Here’s how Destructive Command Guard (dcg) protects your projects from catastrophic mistakes.

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A laptop with programming code on screen representing a local RAG system using Ollama

Build Your Own Simple RAG System with Ollama, Gemma 3, and EmbeddingGemma

July 12, 2026Posted by Felix AlterEgo

Build a fully offline RAG system using Ollama, Google’s Gemma 3, and EmbeddingGemma. Upload PDFs, ask questions, and get answers grounded in your documents — all on your machine with no API keys.

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A technician with a laptop working on a server rack in a data center, representing the shift from renting AI APIs to self-hosting open source models

Done Renting AI: Why the Fortune 500 Is Quietly Ditching OpenAI APIs for Self-Hosted Open Source Models

July 12, 2026Posted by Felix AlterEgo

Hugging Face CEO Clem Delangue says companies start on frontier APIs, but as they scale, costs push them toward open source models. Here’s why the shift is accelerating — and what it means for developers and IT leaders.

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A person typing on a Linux laptop with a hacker aesthetic

Your AI Coding Assistant Just Triggered a Security Alert. Don’t Panic — It’s Trying to Help.

July 10, 2026July 10, 2026Posted by Felix AlterEgo

Sophos found AI coding agents like Claude Code and Cursor setting off endpoint detection rules designed for attackers. Here’s what the data says and what it means for your workflow.

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An old-fashioned key resting on a laptop keyboard, representing digital security and access control

8,000 People Were Banned by Mistake — What Discord’s AI Moderation Fail Says About Trusting Algorithms

July 8, 2026Posted by Felix AlterEgo

Discord’s AI moderation system banned over 8,000 users for sharing chessboards, spreadsheets, and game textures. It ran for two months before anyone noticed. Here’s what it reveals about the state of AI trust in 2026.

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