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 Docker and Podman for AI infrastructure in 2026. This analysis covers architecture, performance, security, and Kubernetes integration to help teams choose the right container runtime for AI development and deployment. Docker vs Podman: A 2026 Comparison for AI Infrastructure

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

Learn network programming in Rust with practical examples for TCP servers, async networking using Tokio, and performance optimization. Covers core concepts, security best practices, and modern Rust networking patterns. Network Programming in Rust with Tokio

Deep research guide to Airtable - what it is, core features, Free plan limits and implications, key competitors, and production-ready DevOps integration patterns with runnable Go and Python examples (CRUD, pagination, rate limits, batching, webhooks). Airtable for Developers & DevOps - Plans, API, Webhooks, and Go/Python Examples

Benchmark of 14 LLMs on RTX 4080 16GB with Ollama 0.15.2. Compare tokens/sec, VRAM usage, and CPU offloading for GPT-OSS, Qwen3, Qwen3.5, Mistral, and more. Comparing LLMs performance on Ollama on 16GB VRAM GPU

Learn the critical failure points when running LLM inference on Kubernetes, including resource constraints, operator compatibility, security, scalability, and monitoring best practices for production workloads. Running LLM Inference on Kubernetes: What Breaks First

LLM Performance and PCIe Lanes: Key Considerations LLM Performance and PCIe Lanes: Key Considerations