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Cleaning Metadata from Python Clipboard

https://sudonull.com/cleaning-metadata-from-python-clipboard

Background Python Daemon for Windows automatically removes EXIF, Track Changes from files in the clipboard. Protection against attacks, atomic processing. Code and architecture for developers.

Data catalog for data-driven approach

https://sudonull.com/data-catalog-for-data-driven-approach

Learn how the data catalog provides up-to-date metadata, lineage and validation for business. Centralize asset management — implement for report transparency. Detailed architecture breakdown.

RAG system for 1C: MCP server architecture

https://sudonull.com/rag-system-for-1c-mcp-server-architecture

Breakdown of multi-level RAG for documents1c and metadata1c: chunks with heading_path, RRF, BM25 tokenization. Code and optimizations for 1C developers. Study the implementation.

Apple Disclosed Hide My Email to FBI: Case Details

https://sudonull.com/apple-disclosed-hide-my-email-to-fbi-case-details

Apple Provided FBI with Real iCloud via Hide My Email in Threats Case. Metadata, Precedents with OpenAI. Learn Privacy Risks for Developers.

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