Robert Youssef@rryssf_
Holy shit… this might be the most unreal academic-writing upgrade I’ve ever seen 🤯
A team from NUS just dropped PaperDebugger an in-editor, multi-agent system that lives inside Overleaf and rewrites your paper with you in real time.
Not copy-paste. Not a sidebar chatbot.
Actual agentic editing inside your LaTeX editor.
Here’s why this is insane 👇
→ You highlight a messy paragraph, and it launches a full critique + rewrite pipeline
→ Returns clean before–after diffs like Git, then patches your document instantly
→ Runs Reviewer, Enhancer, Scoring, and Researcher agents in parallel
→ Uses Kubernetes pods to scale multi-agent reasoning inside the editor
→ Taps an MCP toolchain for literature search, reference lookup, and section-level enhancement
Deep research mode is even crazier:
It pulls relevant arXiv papers, summarizes them, compares your method against them, and generates citation-ready tables… all inline while you're writing.
It’s basically a mini committee of reviewers embedded in your document rewriting, critiquing, sourcing, and polishing without ever breaking flow.
If this scales, Overleaf stops being an editor… and becomes a full AI-assisted research environment.
