Open Issues Need Help
View All on GitHub documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:onboarding
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add negative examples that should retain ordinary prose about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:privacy
Test Unicode and multiline text round-tripping about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:text
Test email redaction beside punctuation and aliases about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:privacy
Add a bounded Python multipart audio example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Provide deterministic helpers for concurrency regressions about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Add deterministic clock control for timeout tests about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Extract a reusable chunked ASGI request test helper about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Add an opt-in licensed-fixture decode matrix about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Add an opt-in Redis 7 transaction integration test about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Define opt-in markers for real Redis FFmpeg and model checks about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Audit fixture teardown for environment and singleton state about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Verify unit tests cannot use developer credentials about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Design a test fixture that blocks accidental external network calls about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Add a tiny in-memory synthetic WAV fixture factory about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Add a small reusable valid assessment factory about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Test the check script exit contract with fake commands about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:testing
Complete the concise README response contract summary about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Audit documentation keyboard navigation about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Check shell examples for copy-paste correctness about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Review reference-page heading hierarchy for accessibility about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Audit and fix broken internal documentation links about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add TLS and DNS troubleshooting for the documented proxy about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Explain deployment artifacts and their supported roles about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Explain how clients should display risk assessments about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add a plain-language privacy FAQ about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Explain containers codecs and complete clips about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Illustrate the fixed-window token quota about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Explain browser CORS versus service authentication about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add exact synthetic examples of each HTTP error envelope about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add a complete-clip WebSocket sequence diagram about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add an audio processing and cleanup diagram about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add a text request data-flow diagram about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Create a complete environment-variable reference table about 1 month ago
documentation help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:docs
Add a Discord message-context analysis example about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:clients
Add a small Discord text slash-command example about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:clients
Add a secret-free Postman collection about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a secret-free Bruno API collection about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add client-side Pydantic response validation example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Publish hand-written TypeScript assessment types with fixtures about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add an isolated bounded Retry-After example for Node about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add an isolated bounded Retry-After example for Python about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a backend Node clip WebSocket example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a backend Python clip WebSocket example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a Node multipart audio example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a Node fetch text example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add an asynchronous Python text example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Add a standalone synchronous Python text example about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:clients
Define handling of model refusals and content-filtered output about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:provider
Handle an upstream response with no choices about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:provider
Protect the provider response-token budget about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test that only filtered content enters provider user messages about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test recovery when malformed JSON is followed by valid output about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test sanitized SDK authentication and rate-limit failures about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test incomplete provider assessment objects about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test JSON arrays scalars and null from the provider about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test provider choices with empty or null content about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Protect explicit provider timeouts and disabled SDK retries about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:provider
Test redaction across line breaks and repeated values about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:privacy
Benchmark filtering on adversarial bounded text about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:privacy
Test repeated filtering of already-redacted text about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:privacy
Add baseline mixed-content privacy-filter regression tests about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:privacy
Verify deployed WebSockets do not negotiate compression about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Add an opt-in real-Uvicorn over-limit frame check about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test an empty binary frame without closing a healthy connection about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test client disconnect while a worker thread is active about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test recoverable decoder failure over WebSocket about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test independent results for sequential clips about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test socket behavior when the audio slot is occupied about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test idle socket closure without a 60-second sleep about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test that URL tokens do not authorize WebSocket access about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:websocket
Test an approved WebSocket Origin header about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test a wrong WebSocket bearer token about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:websocket
Test malformed-provider failure over WebSocket about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Test Redis outage on a WebSocket message about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:websocket
Replace misleading WebSocket success fixtures with real model values about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:websocket
Test valid audio after a recoverable WebSocket validation error about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:websocket
Move audio format metadata into one documented registry about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:audio
Test audio cleanup when assessment fails after transcription about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test recovery after Whisper model initialization fails about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:audio
Test concurrent lazy model initialization about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:audio
Protect FFmpeg network-protocol restrictions about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:audio
Test audio exactly at the duration limit about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test empty and non-string transcription output about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test subprocess failure mapping for corrupted audio about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Characterize repeated file parts in multipart uploads about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:audio
Test incorrect multipart field names about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test the exact inclusive audio upload limit about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test byte-based validation despite misleading filenames about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Test empty and missing audio uploads distinctly about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:audio
Add a reusable isolated settings-test pattern about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:auth
Test that invalid credentials never appear in error bodies about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:auth
Test CORS headers on authenticated API failures about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:auth
Test approved and rejected CORS preflight requests about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:auth
Verify forwarded IP headers cannot change token identity about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:auth
Test token-based quotas through the HTTP boundary about 1 month ago
help wanted contributor-roadmap status:ready difficulty:intermediate area:auth
Test two configured tokens without leaking identity about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:auth
Test malformed bearer-header handling about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:auth
Test empty and short backend token configuration about 1 month ago
help wanted good first issue contributor-roadmap status:ready difficulty:beginner area:auth