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Cora 7

PROFILE

Cora 7

Worked on the Blaizzy/mlx-audio repository to enhance the audio transcription API by introducing a response_format parameter to the /v1/audio/transcriptions endpoint. This addition allowed clients to specify output in text, json, verbose_json, or the default ndjson format, improving compatibility with OpenAI-Audio-API clients such as Whisper.cpp and the OpenAI Python client. The implementation focused on maintaining backward compatibility while broadening interoperability. Comprehensive test coverage was provided in Python, with four new tests validating each response format. The work demonstrated skills in API development, backend development, and testing, delivering clear business value through improved client integration and robust code quality.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
165
Activity Months1

Work History

May 2026

1 Commits • 1 Features

May 1, 2026

Concise monthly summary for Blaizzy/mlx-audio - May 2026. A feature-focused month delivering OpenAI-Audio-API-compatible enhancements to the transcription endpoint, with strong test coverage and clear business value. The primary delivery was an API enhancement that broadens client compatibility while preserving backward compatibility.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

API DevelopmentBackend DevelopmentTesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

Blaizzy/mlx-audio

May 2026 May 2026
1 Month active

Languages Used

Python

Technical Skills

API DevelopmentBackend DevelopmentTesting