A developer's integration with Claude Code and markitdown falsely reported a PDF as empty because exit codes only indicate process completion, not content yield, and byte thresholds miss near-misses l…
A developer using Microsoft's markitdown converter discovered that a PDF containing only raster images produced a zero-byte output with exit code 0, leading an AI model to incorrectly report the docum…
A study of 24,824 PDFs reveals that the format does not guarantee semantic determinism, meaning different parsers and AI pipelines extract different meanings from the same file. This undermines assump…
A developer argues that most RAG applications fail because they still parse PDFs as plain text instead of preserving document layout. The recommended approach is to use tools that output structured Ma…