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…
A new benchmark called Rogue-Bench tests how well large language models can play the classic dungeon crawler game Rogue. The tool runs a modified headless version of Unix Rogue 5.4.2, communicating wi…
A new open-source Kubernetes cost monitoring tool called Burn provides real-time spot pricing per instance type, AI-powered cost analysis, and Slack integration without requiring cluster agents or con…
Packt Publishing released a code repository for "Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes," providing hands-on examples for building and deploying …
Harsh Manvar published a practical guide demonstrating how to run large language models, AI agents, and the Model Context Protocol within Docker containers. The guide provides step-by-step instruction…
A developer built a CLI tool that scans codebases for stack detection, dependency mapping, convention analysis, and security checks with a single command and no external data transmission. Running it …
The Feynman AI Research Assistant plugin for Obsidian has been released, allowing users to run research workflows like deep research and literature reviews locally via Docker using their own Anthropic…
After auditing nine web development studios in Kazakhstan, the author found that eight of them relied on PHP/Laravel, WordPress, or proprietary CMS systems with restrictive licensing, which were unsui…
The article introduces **django-deploy-probes**, a small Django package that provides standardized health check endpoints (`/healthz`, `/readyz`, `/startupz`, `/version`) for production deployment wor…
According to a recent discussion on r/learnmachinelearning, approximately 20% of machine learning theory is responsible for handling 80% of production work. The article identifies four key theoretical…
The article describes how the author built and deployed a full-stack roulette game called "Big Spin Fun" using Claude AI as a development partner, despite having limited programming experience. The pr…
In 2026, Docker is no longer the dominant container runtime, with alternatives like Podman, Lima, and containerd becoming production-ready for most use cases. Podman offers a daemon-free, rootless arc…
Open WebUI is a self-hosted web interface for Ollama that transforms local large language models into a ChatGPT-like experience, running entirely on the user's machine with no data leaving it. It supp…
This article provides a comprehensive guide to using Docker, explaining how it packages applications and dependencies into portable containers to eliminate environment-specific issues. It covers essen…
The article explains that a `docker run` command resulting in exit code 1 on a physical Raspberry Pi is often caused by an architecture mismatch (e.g., running an amd64 image on an ARM system) or a sy…
The article explains why the developers of TestSmith rewrote their CLI tool from Python to Go, citing distribution friction as the primary motivation. By moving to Go, they achieved a single static bi…
CyberArena is an interactive cybersecurity simulation and threat analysis platform built with Python, Flask, SQLite, Docker, and other web technologies. It features AI-based threat analysis, phishing …
The article explains that Docker builds are slow because developers often write Dockerfiles incorrectly, causing the layer cache to break unnecessarily. The key mistake is copying all source code befo…
The article explains that Docker builds images using a stack of read-only layers, where each instruction in a Dockerfile creates a new layer, and caching speeds up builds by reusing unchanged layers. …
The article describes six free, browser-based developer tools created by the author to solve common friction points, including an AI prompt cost calculator, a cron expression generator, a self-hosted …