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Senior Rust Development Practices

Battle-tested patterns for Rust workspace architecture, code organization, dependencies, and testing that scale from prototype to production.

Completion Requirements

Before completing ANY Rust task, you MUST:

1. Run tests: cargo test --workspace --release
2. Fix any issues before declaring done

Workspace Architecture

Start from "One Product = One Repo = One Workspace"

Use a Rust workspace when you have:

• Multiple crates that ship together (binary + libraries)
• Shared tooling / CI
• Shared versioning policy

Canonical workspace structure:

repo/
  Cargo.toml            # workspace root
  crates/
    core/               # pure domain logic (no IO)
    storage/            # DB, filesystem, etc.
    api/                # HTTP/GRPC handlers, DTOs
    cli/                # binary
  tools/                # optional: internal binaries (codegen, migration, etc.)
  tests/                # optional: black-box integration tests

Keep Crates "Thin" and Boundaries "Hard"

Layered architecture:

• core : Pure logic, types, validation, algorithms. Minimal deps.
• adapters : IO boundaries (db, network, rpc, filesystem). Trait-based boundary, minimal leakage.
• app / service : Wiring (DI), config, runtime, orchestration.
• bins : CLI/daemon that just calls "app".

Critical rule: If core imports tokio, reqwest, or sqlx, you've already lost the separation.

Default to a Small Number of Crates

Too many crates is busywork. Start with 2–5 max.

Split only when:

• Compile times are painful and boundaries are real
• You need separate release cadence
• You need different dependency profiles (no-std, wasm, etc.)

Workspace Dependencies: Centralize Versions, Not Architecture

In root Cargo.toml, use workspace dependencies to keep versions aligned:

[workspace]
members = ["crates/*"]
resolver = "2"

[workspace.dependencies]
anyhow = "*"  # use latest
thiserror = "*"  # use latest
serde = { version = "*", features = ["derive"] }  # use latest
tokio = { version = "*", features = ["macros", "rt-multi-thread"] }  # use latest

In crate Cargo.toml:

[dependencies]
serde = { workspace = true }

This reduces version drift and security churn.

Be Ruthless with Features

• Prefer additive features (enable more capabilities) vs "feature flags that change semantics"
• Put "heavy" deps behind features (db, http, metrics)
• Avoid default features that pull the world

Pattern for optional dependencies:

[dependencies]
sqlx = { workspace = true, optional = true }

[features]
db = ["dep:sqlx"]

Enforce a Policy: MSRV + Toolchain

• Pin toolchain with rust-toolchain.toml
• Decide MSRV (minimum supported Rust version) and test it in CI
• Keep clippy/rustfmt consistent

Code Organization

Modules Should Match How You Reason, Not File-Per-Type

Organize by capability / domain, not by "models/handlers/utils" spaghetti.

Good organization:

core/
  src/
    lib.rs
    payment/
      mod.rs
      validation.rs
      pricing.rs
    user/
      mod.rs
      id.rs
      rules.rs

Avoid:

models.rs
handlers.rs
utils.rs

Public API: Small Surface Area, Explicit Re-Exports

• Make most things pub(crate) by default

• Re-export a curated API from lib.rs

  mod payment; pub use payment::{Payment, PaymentError};

If everything is pub you've created an accidental framework.

Avoid "Prelude" Unless You Truly Need It

Preludes tend to hide dependencies and make code review harder. Prefer explicit imports.

Error Strategy: Pick One and Stick to It

Common approach:

• Library crates: thiserror for typed errors
• Binaries: anyhow at the top level

Don't leak anyhow::Error across library boundaries unless you explicitly want "opaque".

Keep Async at the Edge

If you can keep core synchronous and pure, you gain:

• Simpler tests
• Portability
• Less lifetime/pinning headaches

Dependency Hygiene

Be Picky: Fewer Deps, Higher-Quality Deps

Every dependency adds:

• Build time
• Audit surface
• Semver risk

Prefer "boring" crates with strong maintenance.

Use cargo-deny + cargo-audit

Make dependency issues visible early (licenses, advisories, duplicate versions).

Don't Use unwrap() in Libraries

In binaries/tests it's fine (especially in test scaffolding). In libraries, return errors with context.

Testing Strategy That Scales

Think "pyramid":

1. Unit Tests: Fast, Deterministic, Lots

• Put most tests close to code: mod tests {} in the same file for private access
• Test invariants and edge cases, not just happy paths
• Avoid hitting the filesystem/network in unit tests

2. Integration Tests: Black-Box the Public API

Use crates/<crate>/tests/*.rs for API-level tests.

• Treat it as "a consumer of the crate"
• Don't reach into private internals

3. End-to-End Tests: Few, But Real

If you have a service:

• Spin up dependencies (db) in CI (containers)
• Run a small set of scenario tests

4. Property Tests + Fuzzing When Correctness Matters

• proptest for invariants ("decode(encode(x)) == x")
• cargo-fuzz for parsers/decoders/inputs from outside

5. Doctests Are Underrated

Doctests enforce that examples compile and keep your public API honest. If you write doctests, they need to pass. Never ignore tests.

Logging and Tracing

Never Use println! - Use Tracing Instead

NEVER useprintln!, eprintln!, or dbg! for output. Always use the tracing crate:

use tracing::{debug, info, warn, error, trace};

// Good - structured logging
info!("Processing request for user {user_id}");
debug!("Cache hit: {key}");
warn!("Retry attempt {attempt} of {max_retries}");
error!("Failed to connect: {err}");

// Bad - never do this
println!("Processing request for user {}", user_id);
dbg!(value);

Why:

• Structured logging with levels (filter noise in production)
• Spans for distributed tracing
• Configurable output (JSON, pretty, etc.)
• Zero-cost when disabled

Use test-log for Tests

Always use test_log::test attribute for tests to capture tracing output:

use test_log::test;

#[test]
fn test_something() {
    info!("This will be visible when test fails or with --nocapture");
    assert!(true);
}

#[test(tokio::test)]
async fn test_async_something() {
    debug!("Async test with tracing");
}

Add to Cargo.toml (use latest versions):

[dev-dependencies]
test-log = { version = "*", features = ["trace"] }  # use latest
tracing-subscriber = { version = "*", features = ["env-filter"] }  # use latest

Run tests with visible logs: RUST_LOG=debug cargo test -- --nocapture

Clippy Rules to Follow

Always use the most pedantic clippy rules. If the config is not set in file, do it.

Inline Format Arguments (clippy::uninlined_format_args)

Always use variables directly in format strings instead of passing them as arguments:

// Good - variable inlined
let name = "world";
info!("Hello, {name}!");
format!("Value: {value}, Count: {count}")

// Bad - uninlined arguments
info!("Hello, {}!", name);
format!("Value: {}, Count: {}", value, count)

This improves readability and reduces potential argument ordering mistakes.

CI / Quality Gates (Minimum Set)

cargo fmt --check
cargo clippy --all-targets --all-features -D warnings
cargo test --workspace --all-features

Additional gates:

• MSRV check (if you claim one)
• cargo deny / cargo audit
• (optional) cargo llvm-cov for coverage, but don't worship %

Compile Times and Ergonomics

• Use resolver = "2" and avoid unnecessary default features
• Split "heavy" crates (like DB codegen, protobuf) into separate crates if they dominate rebuild time
• Prefer incremental-friendly patterns: fewer proc-macros, fewer generics in hot paths unless needed

Practical Rules of Thumb

One-way dependencies:

• core → (nothing)
• adapters → core
• app → adapters + core
• bin → app

Visibility:

• Everything private by default
• Public API is a deliberate design artifact

IO placement:

• No IO in core

Test distribution:

• Unit tests everywhere
• Integration tests at boundaries
• E2E tests sparingly

Tooling:

• Pin toolchain
• Centralize versions
• Police features

Project-Type Patterns

CLI: Thin binary → lib (for testability)

Services: Separate protocol definitions; feature-flag transport layers

ZK/crypto: Isolate no_std core; separate proving/verification crates

WASM: Separate bindings; platform-agnostic core

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Repository

clementwalter/claudine

GitHub Stars

1

First Seen

Jan 1, 1970

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