Software Development News

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?

Learn how to monitor LLM inference in production using Prometheus and Grafana. Track p95 latency, tokens/sec, queue duration, and KV cache usage across vLLM, TGI, and llama.cpp. Includes PromQL examples, dashboards, alerts, Docker & Kubernetes setups. Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp

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

Garage quickstart for S3-compatible object storage. Run Garage with Docker, set layout and replication, add TLS via reverse proxy, create buckets and keys, and apply production tips for self-hosted storage. Garage - S3 compatible object storage Quickstart

Explore how Rust and WebAssembly enable secure, high-performance AI interfaces in 2026. Learn to build browser-based AI apps using Monty, wasm-pack, and real-world case studies like docfind and Bevy. Rust and WebAssembly for AI Interfaces: A 2026 Perspective

A deep, production-minded guide to observability for LLM systems, covering LLM metrics, distributed tracing, logs, profiling, synthetic testing, SLOs, and an LLM observability tools comparison (Prometheus, Grafana, OpenTelemetry, Jaeger/Tempo, Loki/ELK, DCGM, and major APM platforms). Observability for LLM Systems: Metrics, Traces, Logs, and Testing in Production