Rust Generator

Idiomatic Rust e lebisang ho phatlalatso ea 2024 ka ho sa feleng - ho sebetsana le bothata bo nang le bothata bo nang le bothata, boikarabello bo tiileng ba ho hlahloba boiteko, thiserror / leha ho le joalo bakeng sa mathata a ngotsoeng, tokio bakeng sa async, clap-derive bakeng sa CLIs, axum bakeng sa libapali tsa marang-rang. Lihlahisoa tsohle li kenyelletsa li-dependencies tsa Cargo.toml tse nepahetseng e le sehlooho sa maikutlo. 8 style presets (Production lib / Async tokio / CLI clap / Axum / Actix-web / no_std embedded / FFI / proptest).

Ehlile - struct ea Rust e tloaelehileng + li-block tsa impl + liteko li theko e boima ea li-token tsa ~ 1,800 ka moralo oa Qwen 3 Coder, ka hare ho 2,500 a sa tsejoeng kapa 10,000 a ngotsoeng ka letsatsi. Rust e na le mantsoe a mangata ho feta bophahamo ba bophahamo ba bophahamo. Premium Claude Sonnet / GPT-5 e atlehile ho li-puzzles tse thata tsa bophelo, moralo o mahala o ka ba le bothata.

Copilot (e mahala bakeng sa baithuti, $ 10 / mo ka tsela e ngoe) e ntle ho fihlela lebokose leo u le ngolang empa e le bobebe ho li-idioma tsa Rust tse kholo joalo ka ho beha bophelo. Cursor ($ 20 / mo) e na le sehlooho se betere sa Rust. Moetsi oa rona oa one-shot o etsa hore o be le li-pattern tse hlophisitsoeng - "u ntšetse ka cache e sireletsehileng ea LRU e sireletsehileng" e khutlisa khoutu ea tlhahiso-grade le liteko, ha Copilot e na le tšusumetso ea ho ngola `HashMap<...>` ntle le ho hokahanya.

Ke moo re batlang ho e fumanang — sistimi e hloka ho tlosa liphetho tsa clippy. Mohlala o ka utloahala o sa khone ho tlosa liphetho (needless_collect, redundant_clone), haholo-holo ka Qwen e sa lefelloeng. Ea 'cargo clippy -- -D warnings' ka nako efe kapa efe ho tsoa le ho e fetola ha clippy e re ho eona. Litšoantšo tsa Premium li fumana tse ngata tsa tsena ka ho etsa liqeto.

Rust lifetime juggling ke ntho e thata ka ho fetisisa bakeng sa LLM efe kapa efe. Mohlala oa Qwen 3 Coder o sebetsana le 80-90% ea liketsahalo tse tloaelehileng; ba bang - lipheletsong tsa ho tlosoa ha lipheletsong, li-types tsa ho itlhahisa, li-bounds tsa litšobotsi tse phahameng tsa li-ranked - li na le melemo ea ho ntlafatsa ho mofuta oa premium. Haeba u fumana loop ea ho khutlisa liphoso tsa bophelo, kenya bothata ba compiler ho / code / debug / le khoutu ea mantlha.

Ee — khetha setaele sa "Async". Mofuta o hlahang o kenyelletsa #[tokio::main] bakeng sa li-binary, tokio::spawn bakeng sa mesebetsi, tokio::select! bakeng sa ho hlakola, le ho sebelisa ka nepo tokio::task::spawn_blocking ka har'a mosebetsi o hokahaneng le CPU. E sebelisa mefuta ea li-channel tokio (mpsc, oneshot, broadcast) ka ho nepahetseng.

Axum (0.7+) output e sebelisa Router + layers + Arc<AppState>. Actix-web (4.x) output e sebelisa HttpServer + App + web:: Data. Both include thiserror integration with IntoResponse / ResponseError trait impls for typed API errors.

Ee — khetha setaele sa "no_std". Mofuta o sebelisa #![no_std], likokoana-hloko tse sa sebetseng moo ho ka khonehang, core::panic::PanicInfo paniker, ha ho std:: li-import. E loketse ho embedded-hal + probe-rs flashing. Bakeng sa li-patterns tsa RTIC kapa Embassy, hlalosa ka ho qaqileng ka ho hlalosa.

Ee — khetha setaele sa "FFI". Mofuta o tsoa o sebelisa #[repr(C)] structs, extern "C" fn le litokomane tsa polokeho ea sesupo, CString/CStr bakeng sa ho sebetsana le lihlooho, panic::catch_unwind ka har'a bophahamo ba FFI. E loketse ho ngola likarete tsa Rust tse bitsoang ho tloha C / Python / Node.

thiserror bakeng sa khoutu ea library moo ba etsang ho ngola ba hlokang ho kopana ka liphetoho tsa bothata bo itseng. leha ho le joalo bakeng sa kopo / CLI khoutu moo u batlang feela? + sehlooho. Li-toggles li u lumella ho khetha ka bobeli, leha e le efe, kapa leha e le efe — mofuta o latela khetho ea hau. Sebōpeho sa tlhahiso se tloaelo ke thiserror.

Rust ke e 'ngoe ea liphetho tse sireletsehileng tseo re li hlahisang hobane compiler e ka fumana liphoso tse ngata. Ho ntse ho etsoa tlhahlobo ea liphetoho tsohle — mofuta ha o tsebe ho tseba litlholisano tsa hau tsa nako ea ho sebetsa kapa moralo oa sistimi e felletseng. Bakeng sa li-blocks tse sa sireletseheng kapa li-claims tsa ts'ebetso, etsoa /code/review/ le ts'ireletso kapa ho khetheha ho ts'ebetso.

Ee — POST ho /v1/chat/ ka kopo ea sistimi e tšoanang. E loketse ho theha ho theha li-pipeline tsa ho theha kapa li-plugins tsa IDE. Ho lekola, ho lekanyelitsoe ka lebelo. Litokomane li ka /api/.