Software Development News

A practical guide to OpenCode from the command line: opencode run, scripting, CI automation, agents, permissions, local models, and real failure modes. OpenCode CLI in Practice: Workflows, Automation, and Pitfalls

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

Complete guide to LLM hosting in 2026. Compare Ollama, llama.cpp, vLLM, TGI, Docker Model Runner, LocalAI and cloud providers. Learn cost, performance, and infrastructure trade-offs. LLM Hosting in 2026: Local, Self-Hosted and Cloud Infrastructure Compared

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

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

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

Compare CommonMark, GitHub Flavored Markdown, and Pandoc Markdown syntax, including tables, footnotes, math, metadata, and portability. GFM vs CommonMark vs Pandoc Markdown: Syntax Compared

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

How Claude Code subagents work: isolated context, model routing, .claude/agents setup, the Explore-Plan-Execute workflow, and mistakes to avoid. Claude Code Subagents: Setup, Config, and When to Use Them

Learn when to migrate from Ollama to vLLM. Migration signals, planning steps, Docker Compose setup, and a practical checklist for moving your local LLM server. Ollama to vLLM: When to Migrate Your Local LLM Server

Learn how to build requirement-to-test-to-code traceability for AI-assisted development, catch spec drift early, and enforce it with CI gates and PR checklists. Keeping Specs, Tests, And Code In Sync In AI Development

A practical pillar page on alerting design, routing, noise reduction, and human response across observability systems, paging tools, and chat platforms. Modern Alerting Systems Design for Observability Teams

A practical guide to dead-letter queues: catching poison messages, choosing retry vs discard policies, and designing safe replay strategies. Dead Letter Queues: Handling Poison Messages in Distributed Systems