梁田立

[dev @zivdotcat]

this guy literally built a VS Code extension that turns Claude code agents into pixel characters in a virtual office, showing what each agent is doing with animations.

[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.

[梁田立 @LiLeong]

#NewProfilePic

[Elon Musk @elonmusk]

the bird is freed

[mawuli @buabaj_]

the last time i saw someone this close to a waterfall, they had di strenf of da bleck pentha stripped ewey

[梁田立 @LiLeong]

COINBASE AD FIRE

[梁田立 @LiLeong]

We’re hosting the next World Cup?! lol @ussoccer pls don’t get eliminated during qualifiers like we did in 2018 #TrinidadTobago

[梁田立 @LiLeong]

bruh

[New Orleans Pelicans @PelicansNBA]

AN ABSOLUTELY WILD ENDING IN OKC AS @Devonte4Graham BEATS THE BUZZER FROM THE DISTANCE!!!!!!!!!!!

[梁田立 @LiLeong]

Elon wildin’

[梁田立 @LiLeong]

wot m8

[Elon Musk @elonmusk]

Something extremely bogus is going on. Was tested for covid four times today. Two tests came back negative, two came back positive. Same machine, same test, same nurse. Rapid antigen test from BD.

[梁田立 @LiLeong]

Fr

[梁田立 @LiLeong]

@RyanStansbury20 @rgarzz Division enlightened by the usage of false information and allegations with the agenda of causing hysteria and chaos? Biden campaign is all about antifa and blm aka rent a riot lmao. #EveryonesVoice4OwnOpinion

[Elon Musk @elonmusk]

Call of Booty, great game