secret garden
Where curiosity meets the command line.
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 →An autonomous AI red-teaming framework: one AI tries to extract a secret from another while a panel of judges scores every attempt.
Explore K.E.V.I.N. →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 →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 →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.
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.
Six hand-written jailbreaks couldn't crack my hardened bot. Then I forced its reply into a JSON schema and it leaked the secret on turn one. Why structured output is the hole.
I built K.E.V.I.N.: one AI tries to extract a secret from another while three judges score each attempt. Three things 50 rounds of automated jailbreaking taught me.