Show HN: AI Watermark Scrambler, blur statistical LLM text watermarks locally

Description and use

The AI Watermark Scrambler lets you add statistical watermarks to LLM text locally, enabling prototype AI features and model evaluation without a blank model stack. Start with an internal prototype or RAG workflow, then verify the license, docs, and maintenance cadence before production use.

Use in a workflow

Show HN: AI Watermark Scrambler, blur statistical LLM text watermarks locally helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.