Software Development News

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)

Compare MinIO, Garage, and AWS S3 for object storage. Feature matrix, cost model, operational complexity, and when to choose each—managed S3, self-hosted Garage, or MinIO with broad S3 parity. Garage vs MinIO vs AWS S3: Object Storage Comparison and Feature Matrix

Learn how to implement workflow applications with Temporal in Go using the official Temporal Go SDK. This end-to-end guide covers configuration, examples, deployment, troubleshooting, and best practices for building scalable, resilient workflows. Implementing Workflow Applications with Temporal in Go: A Complete Guide

Compare Playwright, Selenium, Puppeteer, LambdaTest, ZenRows, and Gauge for browser automation and testing in Python. When to use each and setup. Browser Automation in Python: Playwright, Selenium & More

Discover the hottest Go projects on GitHub this month, ranked by stars gained. From AI coding agents to Docker management, self-hosted apps to LLM gateways - complete overview with stats, licenses, and use cases. Top 19 Trending Go Projects on GitHub - January 2026

BubbleTea and Ratatui compared: Elm-style vs immediate mode, Crush and 2000+ crates, Netflix/OpenAI/AWS. One example each; when to choose which. Terminal UI: BubbleTea (Go) vs Ratatui (Rust)