Software Development News

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