Your AI Assistant Doesn't Need to Remember Everything — It Needs to Know What to Forget
The smarter our AI assistants become at remembering us, the more important it becomes for them to know what not to remember.
Autonomous AI agents and agent frameworks: what they can do, how to sandbox them, and what happens when they go wrong.
The smarter our AI assistants become at remembering us, the more important it becomes for them to know what not to remember.
Andon Labs' AI agent Luna runs a real San Francisco store with real employees, and it just recommended terminating one of them. The headline undersells what actually happened, and what it doesn't prove.
Codeberg's members voted to prohibit vibe-coded repos over hosting costs, not code quality. Here's the actual vote, the reasoning, and the self-hosting community's reaction.
Cloudflare open-sourced its internal AI workspace. A technical breakdown of Dynamic Workers, Gatekeepers, capability-based access, and what it takes to self-host it.
There's a specific kind of silence that happens right after you realize an AI agent just deleted everything you own. Not the polite "let me
Here's the complete patch-status and lockdown guide, including the systemd hardening, origin validation, env-variable command injection fix, ClawHub skill safety, and how to tell if you've already been hit.
Build a production-grade self-hosted AI agent from scratch using Docker Compose. Covers the full stack — Ollama, n8n, Flowise, Qdrant, SearXNG, Langfuse, and Redis.
ChatGPT. Claude. GitHub. All of them went down — repeatedly — and it's not a coincidence. AI agents are generating traffic at a scale human developers never could, and the infrastructure holding up your entire dev workflow was never designed for this.
A retired Austrian developer built an open-source AI agent for fun in November 2025. Within 90 days, Jensen Huang called it the most successful open-source project in human history.
ChatGPT went down 28,000-report strong in February 2026. Claude had back-to-back outages within 24 hours in March. GitHub logged 37 incidents in a single month and is running at 90.21% uptime — one nine, not three. AI agents aren't just using infrastructure.