content-integrity

Open-source plagiarism detection engine — verbatim & near-verbatim matching you can read, fork, and run on your own hardware. Apache-2.0.

Quality checks for AI-assisted content: source consistency, batch checks, human approval, and a correction loop.

A minimal, open-labeling system to disclose AI involvement in text and images across social media and content platforms.

JSON-to-HWPX exam generator for Korean two-column worksheets with schema validation, safe image assets, content audits, and CI-ready receipts.

Logs content changes on an EmDash site, monitors pages you mark as protected, and can block publishing that breaks your rules.

Experimental data and technical audit of LLM content detectors (GPT-5, Claude 4) vs. humanization algorithms.

Fail the build when your site states a number it can no longer defend. Zero deps, one JSON file, any CI.

Local-first cryptographic provenance for Markdown and agentic AI memory — Ed25519, RFC 3161, RFC 9162 Merkle trees

Beatdapp — independent third-party profile of a public API surface, by API Evangelist. Beatdapp is a trust and safety operating system for digital platforms, providing AI-driven fraud detection and content integrity. Originally built to detect streaming fraud in the music industry, its platform now spans anomaly detection, customer due diligence, A