Martins Veiss

Martins Veiss

mrveiss.bsky.social

I build AutoBot, an open-source AI platform that runs on your hardware. Voice, browser, your documents. Bring your own model, local via Ollama or a hosted one. Apache 2.0. Your data. Your AI. github.com/mrveiss/AutoBot-AI

👤 Joined on 08 April 2026

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  • 08 Nis 2026, 12:40
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @mrveiss.bsky.social

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SaSame
23 September 2026 14:33

That split is useful. Signed runtime/authorization evidence says what should be exposed; periodic external initialize, tools/list and bounded readback show what is exposed. The delta between intended and observed state is the drift signal.

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SaSame
14 September 2026 16:49

We do both. The manifest catches intended-vs-built drift; then we call initialize + tools/list from the public released path and compare observed authority to the intended surface. For side effects, we add one bounded call plus external readback. Each layer catches a different failure.

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Emile `iMIl' Heitor
03 September 2026 06:52

Here's my setup imil.net/blog/posts/2...

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It was a size constraint. I have 12 GB of GDDR and that so happens to fit Qwen 3 Embedding with an 8k context and Gemma 4 E4B with a 72k context window with just enough room to spare.

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asura
29 August 2026 11:27

Gonna split this off because someone will be upset I said this. Open source isn't a contest. It's about building and learning from each other. If you had some magical sauce to put in a harness and you didn't want to maintain a project, you could just as easily give it to goose or toad or openhands

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