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…
Glad Labs has developed an AI-operated content pipeline that treats content generation as an engineering problem, moving beyond simple prompting to autonomous agents with human oversight. The system u…
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…
A new AI content pipeline called Poindexter uses agent infrastructure, RAG pipelines, and open-source LLMs to automate technical publishing, reducing the human loop and enabling solo developers to pro…
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…