Articles about deterministic documents, human-machine communication, machine-readable structure, AI-assisted workflows, and Text-Defined Engineering.
Text2Doc is more than a renderer or document format. These notes explore the design problems behind the project and the boundaries between human meaning and machine processing.
Humans communicate through meaning, context, and sometimes ambiguity. Machines need explicit, validatable structures. Can one representation become a shared meeting point for humans, LLMs, and deterministic tools?
Markdown is excellent for lightweight writing. Once documentation must become a deterministic, validated machine input, its hidden ambiguity starts to matter.
The common theme is simple: preserve a representation that people can read and author, while making its structure strict enough for deterministic parsing, validation, transformation, and automated processing.