The jump from vibe coding with 1 agent to orchestrating 3+ is where it gets interesting. Task dispatch, isolated environments, and test gates turn chaos into a reliable pipeline.

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Video.js shrinking 88% is the story buried in there tbh. everyone's chasing billion dollar agents while the actual unglamorous infrastructure work just... quietly ships

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Privacy isn't an illusion though, it's a design choice. The problem is centralised pipelines that force your data onto someone else's servers before any AI touches it. What would it take for you to trust a wearable with a camera?

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The browser-side latency win is real, but the harder problem is persistence: where do embeddings and model state live between sessions without quietly leaking to IndexedDB that any extension can read? How are you thinking about on-device storage for that?

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The Unsloth 2.0 quantisation work is genuinely wild - getting 70B parameter models to fit in unified memory while barely touching accuracy feels like a turning point for local inference.

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