Software Development News

Full data: 20 AI agent repos ranked by GitHub stars, OpenRouter daily tokens, npm/PyPI downloads, CVE history, ecosystem size, and Reddit sentiment. OpenClaw vs Hermes Agent: Stars, Downloads & Usage 2026

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

A practical OpenCode quickstart for developers: install and verify, connect models/providers, run CLI workflows, use the server + JS SDK, and keep a short cheatsheet. OpenCode Quickstart: Install, Configure, and Use the Terminal AI Coding Agent

Ollama CLI cheatsheet: ollama serve command, ollama run command examples, ollama ps, and model management. Ollama CLI Cheatsheet: ls, serve, run, ps + commands (2026 update)

Install llama.cpp, run GGUF models with llama-cli, and serve OpenAI-compatible APIs using llama-server. Key flags, examples, and tuning tips with a short commands cheatsheet llama.cpp Quickstart with CLI and Server

Explore the modern AI developer tools ecosystem: AI coding assistants, GitHub Copilot, Claude Code, OpenCode, DevOps automation, GitOps, VS Code workflows, GitHub Actions, and programming language trends. AI Developer Tools: The Complete Guide to AI-Powered Development

Practical guide to personal knowledge management: choose between Obsidian, Logseq, and DokuWiki, understand PKM methods like Zettelkasten and PARA, and build self-hosted knowledge systems. Knowledge Management in 2026: PKM Tools, Self-Hosted Wikis & Digital Systems

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

Install llama.cpp, run GGUF models with llama-cli, and serve OpenAI-compatible APIs using llama-server. Key flags, examples, and tuning tips with a short commands cheatsheet llama.cpp Quickstart with CLI and Server

Compare eight agent memory backends for Hermes, OpenClaw, and other agents — Honcho, OpenViking, Mem0, Hindsight, Holographic, RetainDB, ByteRover, Supermemory — dependencies, self-hosting, and activation. Agent Memory Providers Compared — Honcho, Mem0, Hindsight, and Five More

Learn how to maintain an LLM Wiki with drift detection, contradiction checks, citation discipline, linting, Git review, and governance for compiled knowledge. LLM Wiki Maintenance: Drift, Contradictions and Review

A practical guide to using Syncthing for private file sync across notes, documents, servers, and local-first knowledge workflows without cloud lock-in. Syncthing File Sync for Self-Hosted Knowledge Systems

Practical guide to personal knowledge management: choose between Obsidian, Logseq, and DokuWiki, understand PKM methods like Zettelkasten and PARA, and build self-hosted knowledge systems. Knowledge Management in 2026: PKM Tools, Self-Hosted Wikis & Digital Systems

Implement the circuit breaker pattern in Go with gobreaker, context timeouts, retries, fallbacks, and production-ready configuration for microservices. Circuit Breaker Pattern in Go: Stop Cascading Failures

Compare Podman Quadlet and Docker Compose for Linux services: systemd integration, rootless containers, updates, logs, and migration. Podman Quadlet vs Docker Compose for Linux Services

Speculative decoding speeds up LLM inference 20-50% with zero quality loss. Draft-verify mechanics, EAGLE-3, P-EAGLE, n-gram, MTP, and setup for llama.cpp, vLLM, SGLang, TensorRT-LLM. Speculative Decoding: 20-50% Faster LLM Inference

Master Go context for cancellation, timeouts, and request-scoped values. Covers HTTP handlers, database calls, background workers, goroutine leaks, and graceful shutdown. Go context.Context Done Right: Cancellation, Timeouts, and Values

Learn how to implement the CQRS pattern in Go. This guide covers design principles, practical code examples, library recommendations (Watermill, Event Horizon), and architectural tradeoffs for building scalable, maintainable systems. Implementing CQRS in Go: A Practical Guide to Scalable Architecture

Compare NVIDIA Blackwell, AMD Radeon AI Pro R9700, and Intel Arc Pro B70 for local LLM inference. VRAM, bandwidth, software ecosystem, and real-world recommendations. GPUs for AI in 2026: NVIDIA, AMD, Intel Compared

Run Hermes Agent on a headless server with remote desktop access. Covers hermes serve, gateway setup, systemd, and network security. Hermes Agent: Headless Server + Remote Desktop Setup

A practical five-phase spec-driven workflow for teams and AI agents. Cover requirements, design, task breakdown, implementation slices, and validation before you ship. Spec-Driven Development Workflow From Requirements to Code

Compare GitHub Spec Kit, AWS Kiro, and Claude Code SDD workflows by portability, setup friction, review gates, and lock-in -- then pick the right setup for your team. GitHub Spec Kit vs Kiro vs Claude Code SDD Workflows

Secure A2A and MCP agent systems with identity, auth, delegation controls, gateways, registries, audit trails, and a production checklist for multi-agent deployments. A2A and MCP Agent Security: Identity, Delegation, and Audit Trails

How to design A2A protocol streaming, async tasks, push notifications, and long-running agent workflows with SSE, polling, HITL states, and production observability. A2A Streaming and Async Tasks for Long-Running Agent Workflows

Run Docker Compose as a reliable Linux service with systemd. Type=oneshot units, restart policies, logs, updates, health checks, backups, and safe cleanup. Run Docker Compose as a Linux Service with systemd

Compare Docker install methods on Ubuntu: official APT repo, docker.io, Snap, rootless mode, Compose plugin, and post-install security. Decision table and migration paths included. Install Docker on Ubuntu: APT, Snap, Rootless — Complete Guide 2026

Practical Ubuntu APT troubleshooting guide: fix held packages, broken dependencies, bad PPAs, and NO_PUBKEY GPG errors with a clear step-by-step workflow Ubuntu APT Troubleshooting: Fix Broken Packages, Holds, and GPG Errors

Six proven multi-agent orchestration patterns for production AI systems: orchestrator-worker, sequential pipeline, fan-out, hierarchical, swarm, and mesh. Decision framework, failure modes, cost analysis, and observability. Multi-Agent Orchestration Patterns: A Practical Guide

Stop losing events between your database and message broker. Learn the transactional outbox pattern in Go with PostgreSQL, FOR UPDATE SKIP LOCKED, and a polling relay. Transactional Outbox Pattern in Go with PostgreSQL

Vibe coding drifts, SDD promises structure -- but is it just waterfall with markdown? Learn when specs help, when they hurt, and how to find the useful middle ground. Spec-Driven Development vs Vibe Coding: Waterfall?

SDD makes the specification the source of truth for AI coding. Learn the core workflow, how it differs from TDD and BDD, and the real costs and benefits. What Is Spec-Driven Development? The Spec as Source of Truth