Zero-Server Secret Redactor
A neural network that trains and runs entirely inside your browser, learning to spot API keys, tokens, and connection strings before they ever leave the client. Paste code, teach it a new secret pattern, watch it generalize — no server, no network calls, no logs.
Redaction that learns, without ever phoning home.
Live redaction playground
Paste code, logs, or config into one pane and watch a filtered, safe-for-cloud-LLM version stream into the other. Try the built-in API key, database connection string, and custom-token snippets.
Continuous learning, in memory
Label a token "secret" or "safe" and a small TensorFlow.js classifier backpropagates immediately, right there in the tab. Teach it one custom naming convention and it generalizes to variants it's never seen.
Full training visibility
Watch the loss curve drop in real time, inspect tensor memory usage, and export or import your labeled dataset as JSON — every weight update happens on-device, with nothing sent anywhere.