rebuild and are served immediately
- Access the built card via the development server for testing
### Validation and Quality
- ALWAYS run `npm run lint` before committing changes or the CI (.github/workflows/ci.yml
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should read the following files as needed:
- [Build and Development Commands](../.agent_instructions/build_and_development.md) - Build scripts, test commands, and Docker setup
- [Project Structure](../.agent_instructions/project_structure.md) - Organization of the codebase and testing framework
- [Code
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thing that fails if the logic breaks (an assert-based demo/self-check or one small test file; no frameworks, no fixtures). Trivial one-liners need no test.
## Architecture Overview
- **Purpose:** Automate
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against the contributor
guidelines and call out only actionable gaps, especially:
- missing or insufficient tests for code changes;
- missing documentation updates for API or behavior changes;
- missing news fragments
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whisperjav`, `whisperjav-gui`, and `whisperjav-translate` map to `whisperjav/main.py`, `webview_gui/main.py`, and `translate/cli.py`.
- Run tests via `python -m pytest tests/` or target suites like `python -m pytest tests/test_config_v4.py -k transformers
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based on file type:
- `.github/instructions/powershell.md` — PowerShell conventions (applied to `*.ps1`, `*.psm1`, `*.psd1`)
- `.github/instructions/pester.md` — Pester test conventions (applied to `*.Tests.ps1`)
- `.github/instructions/csharp.md` — C# conventions (applied to `*.cs`)
## Build System & Validation
The main
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name limit**, not Kubernetes' 63. It lives in `internal/opid` and is checked by a test that hands the worst-case names to Helm's own validator.
- The Helm chart
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Contains all projects
- **Contributor guide**: see [`docs/DeveloperGuide.md`](../docs/DeveloperGuide.md) for prerequisites, building (including per-TFM), testing, coding standards, and how-to recipes.
- **Release operations**: before changing a release version (`version.json`, `preview-version.props
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liners.
* **One Class Per File:** Use **one class per file** (except for tests).
* **Trailing Commas:** Use **trailing commas** in multi-line arrays and parameter lists.
### Structure and Organization
* **Class Order
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seconds, subsequent ~0.03 seconds)
- `go build ./...` - Build all packages (~0.4 seconds, very fast)
- `go test ./...` - Run complete test suite (~4 seconds with cache, ~24 seconds without. NEVER CANCEL. Set timeout
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type hints
- Add descriptive comments for complex logic
- Follow Laravel documentation style for consistency
### Testing
- Use Pest testing framework
- Organize tests by type:
- `tests/Unit/` for unit tests
- `tests/GenerateDocumentation/` for documentation
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CAMERA=atom_cam2_t31x_gc2053_atbm6031 IP=192.168.1.42 make ota
```
There are no automated test targets. Build validation happens via GitHub Actions (`.github/workflows/`).
Two QEMU suites run real images
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arrow functions for callbacks and short functions
- Include error handling for async operations
## Testing Requirements
- Write unit tests for new functionality
- Include accessibility tests for UI components
- Test simulator features
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components; new legacy-style sources with a hand-written `fetch()` are not accepted. Record `TEST_CASES` with `python tests/record_fixtures.py ` and commit `tests/fixtures/ /*.json` (or explain a genuine recording blocker). Pipeline
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Linux, macOS, and WSL, with experimental Windows and WASM support. The project emphasizes compatibility testing against bash as an oracle.
**Key Stats:** Rust 2024 edition, 5 main crates, 1500+ compatibility
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Review Agent Guide
## Purpose and scope
Review MFEM PRs for correctness, maintainability, performance, portability, test coverage, and MFEM consistency. Use the diff and PR context; reference source files, tests
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