Sharing Data in Axum State<T>, Arc<T>, Mutex<T> & RwLock<T>
If you're building web APIs in Rust with Axum, you'll quickly hit a very relatable question: "How do I share a database connection, a config value,
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If you're building web APIs in Rust with Axum, you'll quickly hit a very relatable question: "How do I share a database connection, a config value,
Fine-tuning Meta’s Llama 4 70B on 8xNVIDIA A100 80GB GPUs delivers 4.2x higher throughput in Rust 1.85 than Python 3.13 when using optimized kernels,
MCP adoption is exploding — Claude Code, Cursor, and Continue all use it to let AI agents call tools on your machine. Filesystem, database, GitHub
A 5-stage AI pipeline where each model takes 200ms of compute time should take about 1 second. In practice it often takes 1.75 seconds or more. The ex
Postmortem: How a Fake Rust 1.86 Certification Ruined My 2026 Job Search I never thought a $200 PDF would cost me six months of unemploymen
Every multi-agent system eventually hits the same wall. You have a pool of agents. Some are fast, some are reliable, some are neither. You need to dec
You ask Claude to "add a Subscription service that calls Stripe" inside your Rust crate, and you get back code that compiles cleanly and is still wron
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Introduction Classic algorithmic HFT bots live in a vacuum. For them, the market is just a stream of numbers: price, volume, spread, and Z-
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Book: TypeScript in Production — Tooling, Build, and Library Authoring Across Runtimes Also by me: The TypeScript Library — the 5-book collection
Book: PHP to TypeScript Also by me: The TypeScript Library — the 5-book collection My project: Hermes IDE | GitHub — an IDE for developers who s
Book: PHP to TypeScript Also by me: The TypeScript Library — the 5-book collection My project: Hermes IDE | GitHub — an IDE for developers who s
Book: PHP to TypeScript Also by me: The TypeScript Library — the 5-book collection My project: Hermes IDE | GitHub — an IDE for developers who s
Book: Kotlin and Java to TypeScript Also by me: The TypeScript Library — the 5-book collection My project: Hermes IDE | GitHub — an IDE for deve
Book: Kotlin and Java to TypeScript — A Bridge for JVM Developers Also by me: The TypeScript Library — the 5-book collection My project: Hermes
The Performance Secrets of Python vs Java and React vs Svelte Revealed Performance is a non-negotiable factor in modern software developmen