Developer Nutlope just open-sourced Bygga, a web app that turns flat IKEA paper instructions into interactive, animated 3D guides. It covers 1,171 products completely offline, reads steps aloud, and listens for voice commands so you can say "next" without dropping your screwdriver. Unknown manuals can be scanned and drafted via Together AI.
Together AI developer Nutlope just released hallmark, an open-source design skill for Claude Code, Cursor, and Codex that stops models from spitting out generic AI-looking interfaces. It packs 50 distinct themes and runs browser-level checks to catch machine tells like tracked-capital labels and purple gradient hero sections. Why it matters: Developers can finally generate clean, self-contained HTML and CSS that feels genuinely hand-crafted.
Stanford researchers just released Tokasaurus, an open-source LLM inference engine built specifically for high-throughput batch workloads like synthetic data generation. By slashing CPU overhead, dynamically grouping shared prefixes, and optimizing pipeline parallelism for non-NVLink GPUs, it beats vLLM and SGLang by over 3x on key benchmarks.
Together AI and Agentica just open-sourced DeepCoder-14B-Preview, a lightweight coding reasoning model that punches way above its weight. Trained on 24K verified coding problems across 32 H100s, it scores 60.6% on LiveCodeBench to match OpenAI's o3-mini. The team also released the full dataset, training logs, and verl-pipe framework to democratize RL post-training for code.
