HN

CodeSpeak is a new programming/specification language from the creator of Kotlin designed as a formal way to communicate with LLMs, letting developers write specs that LLMs generate into working code. It claims to shrink codebases 5–10x for production-grade systems, supports mixed manual/generated projects, and presents case studies showing large LOC reductions while preserving tests.

programming-languages llms code-generation specs
65 pts 43 comments
Datahäxan (0dd.company)

The author created a glitched, colorized version of the 1922 film Häxan by directly editing the h264 bitstream (hex). After two unsuccessful approaches (NULL-ing frames and injecting raw YUV noise), they settled on randomly flipping least-significant bits in I-frames biased toward chroma data, and provide a Python script (häx.py) plus ffmpeg commands to extract, glitch, and remux the video.

glitch-art video-processing h264 python ffmpeg
49 pts 4 comments
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