Software Development News

How to configure llama-server router mode for dynamic model loading and switching. Covers models.ini setup, systemd service, API usage, and honest comparison to Ollama and llama-swap. Llama-Server Router Mode - Dynamic Model Switching Without Restarts

Build reliable Claude Skills with SKILL.md: IDE compatibility across VS Code, JetBrains, and Cursor, folder layout, trigger tuning, agent-safe scripts, and testing. Claude Skills and SKILL.md for Developers: VS Code, JetBrains, Cursor

Pause shell or batch scripts until a keypress. Covers CMD pause, PowerShell Read-Host and ReadKey, Bash and POSIX read, macOS, and TTY guards for CI and cron. Pause Scripts with 'Press Any Key' in Bash, CMD, PowerShell, and macOS

Compare llama.cpp speeds on a 16 GB GPU for dense and MoE models at 19K, 32K, and 64K context. Tables list VRAM, GPU load, and tokens per second. 16 GB VRAM LLM benchmarks with llama.cpp (speed and context)

Hands-on comparison of LLMs in OpenCode - local Ollama and llama.cpp models vs cloud. Coding tasks, migration map accuracy stats, and honest failure analysis. Best LLMs for OpenCode - From Gemma 4 to Qwen 3.6, Tested Locally

A profile-first guide to Hermes Agent configuration and skills for engineers, researchers, operators, and executive workflows in production. Hermes AI Assistant Skills for Real Production Setups

Deep dive on Discord webhooks and bots for alerts, approvals, and human-in-the-loop control. Go and Python examples, security, idempotency, and routing. Discord Integration Pattern for Alerts and Control Loops

Native OpenClaw plugins, workspace and global extension directories, CLI lifecycle and safety rails, plus mature picks. Includes a compact glossary of OpenClaw skills so ClawHub listings do not blur what counts as an in-process plugin. OpenClaw Plugins — Ecosystem Guide and Practical Picks