A developer warns that AI coding assistants with access to Docker MCP servers can inadvertently delete all containers, images, and volumes on a machine. The ckreiling/mcp-server-docker exposes 19 tool…
Outpost, a capability-based credential proxy for AI agents, launched to prevent credential leakage by enforcing what agents can do with YAML-defined policies instead of exposing raw API keys. The tool…
Nader Al Shawki, a final-year AI Engineering student at Al-Razi University in Yemen, has built several production-grade AI systems including a tomato leaf disease detection platform using YOLOv8 and F…
Chainguard launched the Athena coalition, a group of over two dozen companies including JPMorgan Chase and Cisco, to use AI to find and fix open-source software vulnerabilities before attackers can ex…
Stepyard, a local-first automation runner for developers, has been released. It enables Git-versioned YAML workflows with Python plugins and private LLM automations without requiring a server. The too…
Nubase, an open-source AI-native backend and deploy layer, launched to let coding agents turn AI-written code into live apps in minutes. The platform bundles database, auth, storage, functions, AI gat…
A developer released Cultivation World Simulator, an AI-driven simulation where each character is an independent LLM agent, on Epic Games Store for free. The game allows players to observe and subtly …
A developer used the low-code tool n8n to build self-hosted AI-powered automation workflows, prioritizing data privacy and control. By deploying n8n with Docker Compose, PostgreSQL, and Redis, the dev…
A developer built git-commit-at, an npm CLI tool that generates conventional commit messages from staged git diffs using a local AI model via Ollama, ensuring no data leaves the machine. The tool runs…
A developer published a step-by-step guide for running Cyrus as a 24/7 background agent on a Linux box, using Linear and Claude Code authenticated via a Max 20x subscription to avoid pay-as-you-go API…
A developer with a supply chain background explains how software containers work by drawing an analogy to standardized shipping containers. The post describes how Docker packages applications into con…
Nick Creighton, an operator who ships, provides a detailed blueprint for deploying Meta's Llama 3 706B model locally, emphasizing privacy, latency, and cost benefits over cloud APIs. He outlines the e…
Check is a new command-line tool that lets users prefix any command with 'check' to deterministically verify whether it will run successfully before execution, returning an exit code 0 or 1. The tool …
A developer building a RAG pipeline for SRE runbooks shares seven vector search tips based on production experience. Key recommendations include using domain-specific embedding models like BAAI/bge-sm…
BootProof, a new tool for developers, cryptographically verifies that a GitHub repository boots locally by building an evidence-based run plan, executing only justifiable commands, and producing a sig…
Open WebUI now supports the Model Context Protocol (MCP), enabling local AI assistants to use external tools like web search, file access, and code execution. Developers can set up a Docker-based envi…
A developer built a private RAG system using AnythingLLM and Ollama that runs locally on any machine, allowing users to drop in PDFs, Word docs, and code files and ask questions without cloud dependen…
A solo developer spent over three years building Ray Hosting, a topology-aware game server orchestrator from scratch. The system uses CPU cache alignment, eBPF/XDP-based DDoS protection, and live cont…
A developer migrated a 5.2-million-vector RAG pipeline from Pinecone Serverless to self-hosted Qdrant on a Hetzner CX32 server, reducing monthly costs from $210 to $10 while achieving lower latency (P…
A developer exploring Agentic AI unexpectedly deepened their software engineering skills, picking up Docker, GitHub Actions, Git best practices, and deployment workflows. The journey, which started wi…