Software Development News

OpenSpec has no native rejected-proposal state. Learn why, what the maintainers decided, and the decision.md convention that stops agents reopening settled investigations. OpenSpec Rejected Proposals: A Decision Memory Convention

Install OpenSpec, the change-centric spec-driven development CLI. Learn the explore-propose-apply-archive loop, brownfield setup, and where it breaks. OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

Install Superpowers, the open-source skills framework that enforces brainstorm-to-TDD spec-driven development across Claude Code, Cursor, and other agents. Superpowers Quickstart: Install, Workflow, and Tryout

Install Superpowers, the open-source skills framework that enforces brainstorm-to-TDD spec-driven development across Claude Code, Cursor, and other agents. Superpowers Quickstart: Install, Workflow, and Tryout

Pi Coding Agent review with quickstart, security notes, model support, extensions, sessions, and a practical verdict on this open-source terminal agent. Pi Coding Agent Review: Minimal, Hackable AI Coding CLI

Data gravity is the force pulling AI workflows toward one provider. The four-stage lock-in mechanism, a scoring checklist, and how to stay portable. Data Gravity: The Real Cost of API-First AI

Complete guide to Prometheus monitoring system: installation, configuration, PromQL queries, exporters, alerting, and integration with Grafana for comprehensive infrastructure observability. Prometheus Monitoring: Complete Setup & Best Practices

Quick reference for Hermes Agent CLI. Install path, hermes chat and -z one-shots, model, gateway, skills, memory, logs, profiles, and slash shortcuts. Hermes Agent CLI cheat sheet — commands, flags, and slash shortcuts

Complete guide to Prometheus monitoring system: installation, configuration, PromQL queries, exporters, alerting, and integration with Grafana for comprehensive infrastructure observability. Prometheus Monitoring: Complete Setup & Best Practices

Quick reference for Hermes Agent CLI. Install path, hermes chat and -z one-shots, model, gateway, skills, memory, logs, profiles, and slash shortcuts. Hermes Agent CLI cheat sheet — commands, flags, and slash shortcuts

A deep technical guide to Hermes Agent's memory architecture — from bounded 2-file core memory to 8 pluggable external providers. Explains why curated, always-active memory outperforms retrieval-based approaches for persistent AI agents. Hermes Agent Memory System: How Persistent AI Memory Actually Works

Why and how self-hosted LLMs support AI sovereignty: control, data residency, and compliance for orgs and nations. LLM Self-Hosting and AI Sovereignty

Self-hosted Hermes Agent install quickstart config workflow and troubleshooting, with provider setup, tool sandboxing, gateway tips, and diagnostics. Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting

Choosing the best way to run LLMs locally? Compare Ollama, vLLM, TGI, SGLang, LM Studio, LocalAI and 8+ tools by API support, hardware compatibility, tool calling, and production readiness. Ollama vs vLLM vs LM Studio: Best Way to Run LLMs Locally in 2026?

Master Go project layouts with proven patterns from flat structures to hexagonal architecture. Learn when to use cmd/, internal/, pkg/ and avoid common pitfalls. Go Project Structure: Practices & Patterns

Learn Apache Kafka 4.2 fast with tarball or Docker, start a local KRaft broker, master key CLI tools, and run practical producer, consumer, and Connect examples. Apache Kafka Quickstart - Install Kafka 4.2 with CLI and Local Examples

Compare top Linux terminal emulators: Alacritty, Kitty, WezTerm, GNOME Terminal, and more. Features, performance, and customization options reviewed. Best Linux Terminal Emulators: 2026 Comparison

Benchmark of 14 LLMs on RTX 4080 16GB with Ollama 0.15.2. Compare tokens/sec, VRAM usage, and CPU offloading for GPT-OSS, Qwen3, Qwen3.5, Mistral, and more. Comparing LLMs performance on Ollama on 16GB VRAM GPU

Choosing the best way to run LLMs locally? Compare Ollama, vLLM, LM Studio, LocalAI and 8+ tools by API support, hardware compatibility, tool calling, and production readiness. Ollama vs vLLM vs LM Studio: Best Way to Run LLMs Locally in 2026?

Install OpenClaw in minutes with Docker. Run locally with Ollama (GPU) or use Claude Sonnet 4.6 (CPU-only). Includes setup, model config, testing, and troubleshooting. OpenClaw Quickstart: Install with Docker (Ollama GPU or Claude + CPU)