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19 entries with this tag
Complete guide to deploying a production-grade LLM inference server using vLLM. Covers installation, Docker deployment, multi-GPU tensor parallelism, quantization, performance tuning, and OpenAI-compatible API integration.
Complete guide to building a multi-model routing layer that dynamically directs requests to the optimal LLM. Covers routing strategies, LiteLLM gateway setup, cost optimization, fallback chains, and production patterns.
Complete guide to setting up Claude Fable 5 for autonomous coding tasks. Covers API integration, Claude Code configuration, cost management, safeguards, and best practices for long-horizon development workflows.
AWS App Runner is closing to new customers. This guide compares App Runner with its successor, ECS Express Mode, and provides a complete migration strategy using blue/green DNS routing.
Complete guide to AWS ECS Express Mode — the simplified way to deploy production containerized applications. Learn the architecture, auto-provisioned resources, networking, scaling, and cost optimization.
Complete guide to adding swap space on Ubuntu and Debian systems. Learn to create swap files or partitions, configure swappiness, monitor swap usage, and troubleshoot performance issues.
Master Rust's type system with structs and traits. Learn how to define custom types, attach methods with impl blocks, derive traits for convenience, and implement Display and Debug. Includes patterns for organizing code and real-world examples.
Master Rust functions with parameters, return types, and control flow. Learn if/else, loops (for, while, loop), match expressions, and when to use each. Includes common mistakes and worked examples from temperature conversion to FizzBuzz.
A walkthrough of the Rust Concepts Demo — a task manager CLI that ties together ownership, borrowing, collections, and error handling into one working application. Includes annotated code from every module.
Master Rust's three most common collections: Vec for lists, String for text, HashMap for key-value data. Learn how ownership works with collections, when to use each, and practical patterns for real programs.
Master Rust's error handling system. Learn when to panic, how to use Result and Option types, the ? operator for elegant error propagation, and patterns for writing robust code that handles failures gracefully.
Master Rust's most distinctive feature: the ownership system. Learn how Rust manages memory without garbage collection, why moves happen, how borrowing solves the problem, and the borrowing rules that prevent data races at compile time.
Master Cargo, Rust's package manager and build system. Learn dependency management, creating projects, publishing crates, and building production-ready packages.
Beginner's guide to writing your first Rust programs using both rustc and cargo. Learn the anatomy of Rust code, compilation process, and best practices for starting your Rust journey.
Complete guide to installing Rust and Cargo on Linux systems using rustup, with verification, build tools setup, and troubleshooting.
Complete guide to installing ripgrep and using it effectively for searching files, with practical examples, filtering strategies, and performance tips.
A practical guide to using tmux for managing long-running tasks in Linux, including downloading large models, with session management, monitoring, and configuration tips.
Step-by-step guide to installing and running CogVideoX-2B for text-to-video generation on Ubuntu 24 with RTX 4060 8GB GPU. Covers environment setup, FP8 quantization optimization, inference, and troubleshooting.
Step-by-step CLI-only guide to install and configure OpenClaw on a fresh Ubuntu server with Telegram, Claude Haiku, Brave Web Search, full exec permissions, memory with embeddings, caching, and compaction.