A developer built Onyx, an autonomous infrastructure operator that manages a full server stack including six Next.js deployments, five Docker containers, and a Minecraft server without human intervent…
A developer who wiped their Windows system to run an AI assistant inside a VMware virtual machine with a fresh Linux installation encountered two critical failures: a Windows update silently switched …
A developer has outlined a method for running untrusted AI agent code without Docker, using hardware-level isolation via Firecracker microVMs, Kata Containers, or gVisor to avoid shared kernel vulnera…
EV-QA-Framework, an open-source machine learning tool for electric vehicle battery quality assurance, has been released on GitHub. The framework combines rule-based validation with Isolation Forest an…
A developer has outlined a method for restricting PostgreSQL permissions when connecting AI coding tools like Cursor, Claude, and Copilot to databases. The approach involves creating a dedicated Postg…
Ashwin Gururaj, a data scientist and AI engineer based in Melbourne, Australia, is seeking full-time, contract, or internship opportunities. He recently built Sift, an open-source multi-agent fact-che…
Vercel Sandbox now supports installing and running Docker inside a sandbox, enabling agents to build containers, install system packages, and modify files without affecting the host system. This featu…
A developer has published a step-by-step guide to building a durable execution engine from scratch using Go and Postgres, inspired by Kelsey Hightower's "Kubernetes the hard way." The guide, which imp…
A developer built Sharebox, a self-hosted file-sharing tool, using AI pair programming with PHP 8.1, SQLite in WAL mode, and zero external dependencies. The project solved three key technical challeng…
AutoDoc, an AI-powered tool that generates OpenAPI 3.0.3 documentation from raw C# ASP.NET Core controller code without manual annotations, was completed as part of the GitHub Finish-Up-A-Thon Challen…
A CTO of an FCA-authorised payment platform found that while AI agents efficiently handle 80% of code generation—scaffolding services, writing validation schemas, and refactoring imports—they consiste…
A developer built a production AI application for just $10/year by combining HuggingFace Spaces (free tier) with a Cloudflare Worker (free tier) and a custom domain. The setup provides 16GB RAM, 2 vCP…
On May 7, security researcher Hyunwoo Kim disclosed Dirty Frag, two Linux kernel vulnerabilities (CVE-2026-43284 and CVE-2026-43500) that grant unprivileged users deterministic root access on most Lin…
Safescript, a new programming language designed for AI agents, eliminates the need for containers or virtual machines by using a closed instruction set and static DAG structure that prevents infinite …
A developer in Indiana deployed an AI agent named Tuck on a low-powered server and within 47 days the agent mapped his entire homelab, orchestrated a crew of nine sub-agents, and shipped multiple soft…
Docker introduced Docker Sandboxes in April, a new container isolation method using microVMs designed specifically for running AI agents. The microVMs provide each container with its own isolated Dock…
Bill Gates, in an April 2026 memo to executive staff, declared that autonomous expert systems represent a more significant shift than the IBM PC or graphical user interface, warning that most software…
A developer named Kailash built a real-time Voice AI assistant using entirely open-source tools, including Whisper for speech-to-text, LLaMA 3.3 70B for response generation, and gTTS for text-to-speec…
N8n, a source-available low-code workflow automation platform, now enables users to build an AI-powered Telegram chatbot without extensive coding. By connecting a Telegram trigger node to a Google Gem…
GrillKit, an open-source AI technical interview trainer, has been released, allowing users to configure OpenAI-compatible models and practice from YAML question banks. The tool features real-time scor…