A developer created an agent skill that generates bookmarked PDF cheatsheets optimized for reMarkable e-ink tablets, turning them into desktop reference screens. The skill supports device-tuned preset…
A Go developer tested AI-assisted development by building a secure web utility hub, toolkitch.ru, using Node.js and Vanilla JS. The project processes sensitive data like JWT decoding and hashes entire…
A developer built an MCP server that indexes microservice repositories, enables natural language and structured search, and automates batch changes like updating dependencies across multiple repos. Th…
SigNoz released a self-host guide for installing its open-source observability platform on Docker standalone using Docker Compose. The guide walks users through installing foundryctl, creating a casti…
CSGHub, an open-source platform for managing Large Language Model (LLM) assets, offers on-premise deployment for secure, offline operation. It provides a unified interface for uploading, downloading, …
A developer built llama-dash, a dashboard and logging proxy for self-hosted local LLM inference stacks. It proxies OpenAI/Anthropic-compatible endpoints, logs requests with token counts and cost estim…
Kaupang, a push-based deploy CLI for Docker Compose, Swarm, and Kubernetes, has been released with a drag-and-drop builder. The tool allows developers to define environments in TypeScript and deploy t…
Label Studio, an open-source data labeling platform, has been deployed on Ubuntu 24.04 using Docker Compose with Traefik for automatic HTTPS and persistent volumes. The setup enables secure annotation…
A developer deployed Jina Serve, an open-source framework for neural search and multimodal AI, on Ubuntu 24.04 using Docker Compose and Traefik for automatic HTTPS. The setup includes a custom text ex…
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 an AI pipeline using FastAPI, Kafka (Redpanda), and Python workers to decouple services and handle bursty workloads. The architecture splits the API from background processing, impro…
A new guide details how to monitor LLM inference in production using Prometheus and Grafana, covering metrics like tokens/sec, queue duration, and KV cache pressure for servers such as vLLM, TGI, and …
A developer built CodeQuizz, an AI-powered active learning engine designed to replace passive video tutorials with hands-on coding problems that adapt to skill levels. The platform uses a dynamic "Tax…
A developer deployed Open WebUI, a self-hosted ChatGPT-style interface for local and remote AI models, on Ubuntu 24.04 using Docker Compose with Traefik for automatic HTTPS. The setup provides a secur…
ContextForge is a developer tool that uses Google's Gemma 4 model (via the Gemini API) to automatically scan a codebase and generate AI-ready project documentation, including files like README.md, SET…
According to the article, a security audit of 6,444 public Docker Compose files found that approximately 90% of them are missing three basic security flags: `read_only: true`, `cap_drop: [ALL]`, and `…
Cover images on six blog posts remained broken despite having a restoration command. The failure was caused by two issues: a fuzzy matching algorithm that couldn't match concatenated S3 filenames (lik…
The article provides instructions for installing Docker and Docker Compose on Arch Linux using the yay package manager. It outlines steps to install the packages, start the Docker service, and add the…