build-rust
Rust production patterns. Use when: building Rust CLI, backend, frontend, or native apps. Covers axum, tonic, sqlx, Leptos, Dioxus, Tauri, clap, tokio. Production gotchas (blocking, cancellation, mutex), ownership decisions, crate selection. Routes to specialized domains: embedded, FFI, proc-macros, proxies/data-plane.
What this skill does
# Rust Production Patterns
Production-grade patterns that separate competent from exceptional Rust developers.
## Philosophy
1. **Make illegal states unrepresentable** — use types to eliminate bugs (Minsky 2010)
2. **Parse, don't validate** — transform unstructured data into typed structures (King 2019)
3. **Zero-cost abstractions** — high-level code that compiles to optimal machine code (Stroustrup 2012)
4. **Explicit over implicit** — no hidden allocations, no surprise behavior (Rust design principle)
5. **Design away lifetime complexity** — if fighting the borrow checker, reconsider data model (community convention)
6. **Clone consciously** — every `.clone()` is a decision about allocation (community convention)
7. **Trust but verify safety** — Rust prevents data races, not deadlocks (language guarantee)
## Decision Frameworks
### String Ownership
Heuristic from Steve Klabnik (Rust core team, 12+ years experience): "Following this rule will get you through 95% of situations."
| Context | Use | Why |
|---------|-----|-----|
| Struct fields | `String` | Owned data lives with struct |
| Function params | `&str` | Accept any string via deref |
| Return (from input) | `&str` | Zero-cost slice |
| Return (newly created) | `String` | Caller needs ownership |
| Conditional modification | `Cow<'_, str>` | Clone-on-write |
### Trait Objects vs Generics
| Factor | Generics | `dyn Trait` |
|--------|----------|-------------|
| Performance | Faster (static dispatch) | Slower (vtable) |
| Binary size | Larger | Smaller |
| Heterogeneous collections | No | Yes |
Rule: Default to generics. Use `dyn` for heterogeneous collections or plugin systems.
### Error Handling Selection
```
Writing a library?
├── YES → thiserror (callers match on variants)
└── NO (application) → Need pretty diagnostics?
├── YES → color-eyre (CLI) or miette (source snippets)
└── NO → anyhow
```
### Async vs Threads
| Workload | Choice | Rule |
|----------|--------|------|
| CPU-bound | Threads / `spawn_blocking` | Never block async workers |
| High-concurrency I/O | Async | Scales to millions |
| Simple concurrency | Threads | Avoid async complexity |
**Guideline:** Keep work between `.await` points brief (microseconds to tens of milliseconds). Tokio uses cooperative scheduling with budget-based yielding since v0.2.14 — tasks that exceed budget get nudged to yield, but long-running sync work still starves the runtime (tokio preemption blog).
## Production Gotchas
Well-established patterns from tokio documentation and production experience.
### Blocking in Async
- **Trap**: Sync operations inside async tasks starve runtime (tokio shared-state tutorial)
- **Detection**: tokio-console shows tasks not yielding (see "task liveliness" metrics)
- **Fix**: `spawn_blocking()` for CPU work; async alternatives for I/O
```rust
// Wrong
async fn bad() {
std::thread::sleep(Duration::from_secs(2)); // Blocks worker
}
// Correct
async fn good() {
tokio::task::spawn_blocking(|| heavy_computation()).await.unwrap();
}
```
### Mutex Across Await
- **Trap**: `std::sync::Mutex` guard held across `.await` deadlocks (tokio shared-state tutorial)
- **Detection**: Deadlock under load; compiles fine (Clippy lint `await_holding_lock` catches this)
- **Fix**: Drop guard before await, or `tokio::sync::Mutex`
```rust
// Deadlock risk
async fn bad(mutex: Arc<std::sync::Mutex<i32>>) {
let guard = mutex.lock().unwrap();
some_async_op().await; // Guard held!
}
// Safe: explicit drop
async fn good(mutex: Arc<std::sync::Mutex<i32>>) {
{
let mut guard = mutex.lock().unwrap();
*guard += 1;
} // Dropped before await
some_async_op().await;
}
```
### Cancellation Safety
- **Trap**: Futures dropped mid-operation leave invalid state (tokio docs: cancel-safety)
- **Detection**: Check API docs for "Cancel safety" section; `read` is safe, `read_line` is NOT
- **Fix**: Don't hold invalid state across await; use `CancellationToken` (tokio-util)
- **Checkpoint**: Before using `select!` or `timeout`, verify each branch's cancellation safety in docs
### Feature Flag Unification
- **Trap**: Cargo unifies features globally; non-additive features break (Cargo reference: features)
- **Detection**: `cargo tree --edges features` (Cargo book)
- **Fix**: Features must be additive; use `default-features = false`
- **Checkpoint**: Before adding feature-gated dependencies, run `cargo tree -e features -i <crate>` to check resolution
### Hidden Allocations
- **Trap**: `clone()`, `to_string()`, `format!()`, Vec growth (community pattern)
- **Detection**: DHAT, cargo-flamegraph, Clippy `perf` lints
- **Fix**: `with_capacity()`, `SmallVec`, `Cow`, `shrink_to_fit()`
### Reference Cycles
- **Trap**: `Rc<RefCell<T>>` cycles leak memory (Rust Book ch15)
- **Fix**: `Weak<T>` for back-edges; consider arenas
## Obsolete Patterns
| Obsolete | Replacement | Reference |
|----------|-------------|-----------|
| `lazy_static!` | `std::sync::LazyLock` | Rust 1.80 |
| `once_cell` (most uses) | `std::sync::OnceLock` | Rust 1.70 |
| `async-std` | smol (or tokio) | Deprecated March 2025 |
| `structopt` | clap v4 derive | clap 3.0 release |
| `async-trait` (some cases) | Native async fn in traits | Rust 1.75 |
| async closure workarounds | Native `async \|\| {}` closures | Rust 1.85 |
| `ansi_term` | `nu-ansi-term` | RUSTSEC-2021-0139 |
| `wee_alloc` | Default allocator or Talc | RUSTSEC-2022-0054 |
Note: `async-trait` still needed for `dyn Trait` with async methods.
## Type Design Patterns
### Newtype Pattern
Compile-time type safety for IDs:
```rust
struct UserId(u64);
struct OrderId(u64);
fn process_user(id: UserId) { /* ... */ }
// process_user(OrderId(1)); // Won't compile!
```
### Builder Pattern
```rust
struct ConfigBuilder {
required_field: Option<String>,
optional_field: Option<i32>,
}
impl ConfigBuilder {
fn required_field(mut self, val: String) -> Self {
self.required_field = Some(val);
self
}
fn build(self) -> Result<Config, BuilderError> {
Ok(Config {
required_field: self.required_field.ok_or(BuilderError::MissingField)?,
optional_field: self.optional_field.unwrap_or_default(),
})
}
}
```
Use `typed-builder` crate in production.
### Typestate Pattern
Compile-time state machine enforcement:
```rust
struct Connection<State> { /* ... */ _state: PhantomData<State> }
struct Disconnected;
struct Connected;
struct Authenticated;
impl Connection<Disconnected> {
fn connect(self) -> Connection<Connected> { /* ... */ }
}
impl Connection<Connected> {
fn authenticate(self, creds: &str) -> Connection<Authenticated> { /* ... */ }
}
impl Connection<Authenticated> {
fn query(&self, sql: &str) -> Result<Data, Error> { /* ... */ }
}
// Can't call query() on unauthenticated connection - won't compile
```
When to use: Required state transitions, protocol implementations.
### Enums Over Booleans
```rust
// Bad
fn validate(data: &str, strict: bool) { /* ... */ }
// Good
enum Validation { Strict, Lenient }
fn validate(data: &str, mode: Validation) { /* ... */ }
```
## Error Handling
### Library Errors — thiserror
```rust
#[derive(Debug, thiserror::Error)]
pub enum Error {
#[error("invalid input: {0}")]
InvalidInput(String),
#[error("network error")]
Network(#[from] std::io::Error),
#[error(transparent)]
Other(#[from] anyhow::Error),
}
pub type Result<T> = std::result::Result<T, Error>;
```
### Application Errors — anyhow
```rust
use anyhow::{Context, Result, bail, ensure};
fn process() -> Result<()> {
let data = read_file()
.with_context(|| format!("failed to read config"))?;
ensure!(!data.is_empty(), "config file is empty");
if invalid(&data) {
bail!("invalid configuration format");
}
Ok(())
}
```
**Rules**:
- Never `.unwrap()` in library code
- Never `.expect()` without useful message
## Production Patterns
### DefRelated in Web Dev
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document-processor-api
IncludedProcess documents with Nutrient DWS. Use when the user wants to generate PDFs from HTML or URLs, convert Office/images/PDFs, assemble or split packets, OCR scans, extract text/tables/key-value pairs, redact PII, watermark, sign, fill forms, optimize PDFs, or produce compliance outputs like PDF/A or PDF/UA. Triggers include convert to PDF, merge these PDFs, OCR this scan, extract tables, redact PII, sign this PDF, make this PDF/A, or linearize for web delivery.
nutrient-document-processing
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tanstack-query
IncludedManage server state in React with TanStack Query v5. Covers useMutationState, simplified optimistic updates, throwOnError, network mode (offline/PWA), and infiniteQueryOptions. Use when setting up data fetching, fixing v4→v5 migration errors (object syntax, gcTime, isPending, keepPreviousData), or debugging SSR/hydration issues with streaming server components.
accelint-nextjs-best-practices
IncludedNext.js performance optimization and best practices. Use when writing Next.js code (App Router or Pages Router); implementing Server Components, Server Actions, or API routes; optimizing RSC serialization, data fetching, or server-side rendering; reviewing Next.js code for performance issues; fixing authentication in Server Actions; or implementing Suspense boundaries, parallel data fetching, or request deduplication.