A production-grade Axum backend reference architecture optimized for continuous AI agent evolution through semantic-first design and topology-late deployment.
Discover `sem` and `weave`, Rust-based tools for semantic version control that leverage Tree-sitter for entity-level diffs, merges, and impact analysis.
Oxanus is a Redis-backed Rust library for robust background job processing, featuring isolated queues, cron/scheduled jobs, throttling, unique jobs, resiliency, a web dashboard, and Prometheus metrics.
The `flodl-hf` crate now offers PyTorch-verified numerical parity for HuggingFace BERT, RoBERTa, and DistilBERT models in Rust via a unified `AutoModel` and `from_pretrained` API.
Slint 1.16 introduces declarative key bindings, Markdown styled text, multi-touch gestures, a new WGPU renderer for integration with apps like Bevy, and experimental FlexboxLayout powered by `taffy`.
Delve into Danube Messaging's Key-Shared dispatch architecture, enabling per-key ordered message delivery with parallel processing across Rust consumers via consistent hashing and robust reliability features.
Announcing mtp-mount, a pure-Rust FUSE filesystem for MTP devices built on the faster mtp-rs library, now available on crates.io for community testing.
v0.8.0 significantly enhances GitHub Actions emulation with expression evaluation, artifact/cache/secrets support, and actual Docker execution, alongside a redesigned TUI and new diff-aware selective execution.
Learn Rust effectively by using LLMs as a Socratic tutor, prioritizing conceptual understanding and independent problem-solving over automated code generation.
A comprehensive comparison and guide to Rust's compile-time ownership and borrowing versus runtime reference counting (Rc/Arc), detailing their semantics, performance, thread safety, and optimal use cases.
Explores a design for provably memory-safe tracing garbage collection and cyclic data structures entirely in safe Rust, utilizing advanced type system features and generativity.
A talk exploring Rust's surprising familiarity and key distinctions for developers experienced in Scala and Haskell, focusing on ADTs, pattern matching, type classes, ownership, and borrowing.
This video demonstrates building a full-stack Rust application with Axum, SQLx, and Leptos, covering backend with PostgreSQL and frontend, and deployment to the cloud.
A guide to building a minimal VMM in Rust for Apple Silicon using the Hypervisor framework, covering Rust FFI bindings, ARM guest code, and basic VM lifecycle management.