Software Development News

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