A developer built a Claude Code plugin called codebase-mapper that automatically generates and maintains Markdown documentation of a project's codebase, injecting a compact index into every prompt to …
Fleet, a local-first web console for managing Dockerized Hermes AI agents, has been released as an open-source tool. It enables operators to create, configure, monitor, and operate Hermes and Nemo Her…
A home-lab user migrated from TrueNAS to NixOS after TrueNAS's build-system changes, using an AI agent with strict no-change instructions, disko, and a VM rehearsal to safely transfer ~100 TiB of ZFS …
AutoGPT has evolved from a standalone autonomous script into a low-code platform for building, deploying, and managing continuous AI agents. The platform includes a block-based agent builder, a server…
Claude Code and Codex both use OS-level process sandboxing to prevent AI models from executing harmful shell commands, relying on Linux primitives like bubblewrap for filesystem isolation and seccomp …
A developer in the ML Zoomcamp course learned to deploy a machine learning model by exporting it with Pickle, creating a FastAPI server, and containerizing with Docker. The developer chose not to depl…
FAME Knowledge Agent Gateway, an open-source external memory and tool-safety gateway for local coding agents, has been released. It combines a graph knowledge net, project memory, tool-call governance…
WinPodX, a new open-source tool, lets Linux users run Windows applications in native Linux windows by automatically provisioning a KVM-backed Windows container with FreeRDP RemoteApp, achieving real W…
Apache Tomcat performance monitoring can be enhanced using OpenTelemetry, which provides a vendor-neutral pipeline for collecting traces, metrics, and logs. The OpenTelemetry Java agent attaches to To…
A developer migrated a Next.js application from Vercel to a VPS to control costs and infrastructure. The key technique is using Next.js's standalone output mode to reduce Docker image size from 1 GB t…
Apple Container の container CLI を安全に操作するための Skill が公開された。Docker CLI 互換を仮定せず、公式 command-reference に基づきビルド、実行、ログ、exec、copy、image、volume、network、registry、builder、machine、system を扱う。Docker Compose 風の依頼を単体…
NextRole, a multi-agent system for resume tailoring and interview prep, launched on Show HN. The open-source tool uses specialized AI agents to research companies, rewrite resumes, and generate interv…
An anonymous GitHub user dumped over 20 zero-day proof-of-concept exploits against popular open-source tools including nmap, Ghidra, FFmpeg, VLC, Firefox, and Docker without prior disclosure to mainta…
A developer built and deployed a Retrieval-Augmented Generation (RAG) system to the cloud using Render and Supabase. The system uses pgvector for vector search and is accessible via an MCP server host…
A developer built a RAG (Retrieval-Augmented Generation) system from scratch using pgvector and Google Gemini, implementing a full pipeline for embedding, vector storage, and semantic search. The proj…
A developer released Claude-CLI, a shell wrapper that runs Anthropic's Claude Code inside a throwaway Docker container to keep the host system clean while persisting configuration across sessions. The…
A developer outlines a practical approach to building an AI-powered CRM system, using machine learning for predictive lead scoring, customer segmentation, and churn prediction. The recommended tech st…
A new approach to cybersecurity evaluations proposes using language models as constant red-team oracles to empirically compare the attack surfaces of different software implementations, such as OpenSS…
A developer earned $11.56 in the first week by renting out an idle RTX 3060 on Vast.ai, a GPU marketplace for AI compute. The card was used for LLM inference and training, with utilization varying fro…
Chainguard CEO Dan Lorenc warns of a 'messy' summer for security teams as AI-powered bug-hunting models uncover thousands of previously hidden vulnerabilities in open source code. The Athena coalition…