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Task-oriented AI Agent productivity platform

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Modern rewrite of Todo Tree — TypeScript + Rust architecture for blazing-fast TODO scanning in VS Code

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Audio-visual data curation pipeline — scene cuts, silence trim, dedup, CLIP/Whisper filtering for messy web video.

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A small library for training multimodal LLMs combining text, vision, and audio

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Content-aware frame sampling strategies for video-LLMs.

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A side-by-side benchmarking playground for discrete speech tokenizers (EnCodec, HuBERT-units, SpeechTokenizer, etc.).

Spatial-VQA-Bench: a focused benchmark of spatial visual reasoning for multimodal LLMs.

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A recursive evidence-gated cognitive runtime for memory-native AI agents, combining hybrid retrieval, temporal reasoning, async learning, and plug-and-play tools.

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Documentation and reverse engineering of reCAPTCHA

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