Use any LLM. Keep the personal data in Switzerland.
A deterministic gateway that lets your team use Gemini or Claude without sending Swiss personal data across the border — tokenized on the way out, restored on the way back.
secret garden
ars.md
Where curiosity meets the command line.
What I build
1-bit
Bit-exact DSD & hi-res playback from your NAS or bridge, straight to a USB DAC — no transcoding, no account, no tracking. Free on iPhone & iPad.
Download on the App Store →K.E.V.I.N.
A deterministic gateway that keeps Swiss personal data on-shore while your team uses any LLM — grown from an autonomous framework that red-teams frontier models.
Explore K.E.V.I.N. →The Pitch
An AI that reads what you're hiring for and makes the honest case for hiring me — grounded in my real track record. Have a conversation.
Start the conversation → See the live applications log →Sonogram Retired
My WebGL visualizer that turned a track into an interactive 3D “sonic fingerprint.” Retired — its audio analysis lives on inside 1-bit.
Why I retired it →Recent Posts
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1-bit 1.7, First Light
1-bit 1.7 is on the App Store. Ask Siri to play your library, a Home screen of automatic mixes your own bridge builds from your listening history, performer credits, and a new DAC profile — plus an optional way to pull richer artwork and artist notes. Bridge 0.1.7 ships alongside with Smart Mixes and on-device audio analysis. Same bit-exact DSD over DoP, no transcoding.
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The weak spots keep moving
I re-ran the same secret-extraction attacks against the flagship models. Gemini 2.5 Pro folds to a forced schema 95% of the time — worse than the cheap tier — while Claude's flagship models drop the prefill surface entirely. The holes move between generations.
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Two models, opposite weak spots
Gemini leaks under a forced JSON schema; Claude resists that but folds to prefill. Opposite weak spots, same secret — and one deterministic defense that catches both.