a scanner that checks your AI app's API responses for leaked reasoning traces before attackers extract them: paste a response or point it at an endpoint, get a leak report naming the exposed fields, the model, and the risk. → See full breakdown in the Action section below.
Buyers have lost patience with default promises. If your hero still leads with "AI-powered", competitors are already writing "we can show you receipts".
Audit your AI product for leaked reasoning traces; treat "answer without source" as a distribution risk; Qwen3.8-27B lands this week
A 30B model that runs on one consumer GPU is now a baseline; GGUF builds are up and local installs are one command away
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TraceLeak
a scanner that checks your AI app's API responses for leaked reasoning traces before attackers extract them: paste a response or point it at an endpoint, get a leak report naming the exposed fields, the model, and the risk. → See full breakdown in the Action section below.
1-minute audit · paste your hero into a doc ↗
30 words · this becomes the first draft of your /trust page ↗
1 post · 1 chart · /trust path · turn the next crisis into an asset ↗