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Deckium is an open-source AI presentation editor where the model and user edit the same structured document through bounded tools; this post shares lessons about stable object IDs, narrow tools, self-review, and treating human edits as authoritative.
Tiptap AI Toolkit empowers AI to directly edit documents in real time, enabling seamless integration of AI into rich text editing workflows.
docx-cli is a CLI tool that enables AI agents to read and edit Word documents efficiently by using stable locators and mutating XML in place, reducing token usage and time by half compared to default methods.
SquarePact introduces a Word add-in that lets AI agents edit documents natively in Microsoft Word while preserving formatting, with a new feature to connect custom OpenClaw agents. The tool addresses the common problem of formatting loss when pasting AI-generated text into Word documents.
DELEGATE-52 is a new benchmark revealing that current LLMs, including frontier models like GPT-5.4 and Claude 4.6 Opus, corrupt an average of 25% of document content during long delegated workflows across 52 professional domains. The research demonstrates that LLMs introduce sparse but severe errors that compound over interactions, raising concerns about their reliability for delegated work paradigms.