MetaGPT

🚨 Big Announcement 🚨 We’ve officially completed our rebranding! MGX is now Atoms (@atoms_dev) 🎉 But that’s not all for the latest product details, case studies, AMA sessions, and event updates, head over to @atoms_dev! 👇 Follow us now to stay in the loop!

Grateful to be featured by MIT Technology Review @techreview 🙏 Open source is driving the frontier forward. DeepSeek, Kimi, and Qwen prove it. We’re proud that @MetaGPT_ (now @atoms_dev) is part of that movement, building AI Agents as core infrastructure in the open ecosystem.

@adamsilverman @DataChaz Thank you for sharing🤗

16/ @DataChaz showed off Atoms - parallel AI teams running directly in your browser. Watch multiple agents think, build, and compete in real time, then pick the best result. Built by the @MetaGPT_ and OpenManus teams. x.com/DataChaz/statu…

Here are 20+ things you do not want to miss in AI Agents this week. (save for later + share with your team)

Complexity breaks models: performance drops from single charts → multi-view → dashboards. If your product generates dashboards, you need evaluation that understands composition and cross-view semantics, not just “nice colors”. Paper: arxiv.org/abs/2510.22373 Code & benchmark: github.com/HKUSTDial/VisJ… Special thanks to @xie_yupeng87927, @didiforx, @EvanWu50020, @ZhaoyangYu22356, @BangL93, and @AlexanderWu0 for collaboration and feedback. Let’s discuss. 5/5

A key failure mode: score inflation. Many MLLMs rate almost everything as “pretty good”, shifting right compared to human experts (μ=3.13). VisJudge is calibrated: its distribution aligns closely with humans (μ=3.11), improving discrimination on bad charts. 4/5

LLMs can generate charts. Can they judge them? We introduce VisJudgeBench: 3,090 expert-scored real-world visualizations across 32 chart types (single, multi-view, dashboards). VisJudge improves to MAE 0.421 (−23.9%), corr 0.687 (+60.5%) vs GPT-5. 1/5

💡From launch to leadership. MGX is the ranked #1 product of week on @ProductHunt . Global creators are building, testing, and launching their first vibe coding products. The ecosystem is alive.

@e_opore Thank you Dhanian🥰

@MetaGPT_ This is amazing, MetaGPT!

💡 From framework to platform. On February 19, 2025, MGX (MetaGPT X) officially launched as the world’s first multi-agent development team. A complete environment where AI agents collaborate, build, and ship products. The next chapter of product creation has begun 🔥

@jenslon_ Indeed, both humans and single-agent systems will become integral components within the ecosystem of multi-agent tasks.

@MetaGPT_ Multi-agent ecosystems like MGX are the logical evolution of AI. Collaborative intelligence among specialized agents creates a multiplier effect on productivity. The transition from framework to platform is the endgame.

@__CGhogeh_ Experience it at mgx.dev/?utm_source=X. Sign up to receive free credits.

@MetaGPT_ MGX hype is real. Curious to see it in action

View the paper here: arxiv.org/abs/2308.00352 On average, it is cited by researchers around the world every single day.

💡A milestone at the intersection of science and engineering. MetaGPT was selected for an Oral Presentation at ICLR 2024, ranked #1 among LLM-based agent frameworks. From code to conference, AI collaboration became a science. The paper has now been cited 1,783 times.

To date, the MetaGPT open-source repository has reached 62k+ stars. Were you part of the journey?github.com/FoundationAgen…

🌊From an experiment to a global movement. By August 2023, MetaGPT had topped GitHub’s Monthly Trending list 17 times. More than 50,000 developers joined along the way. Open-source intelligence had found its spark. Today, MetaGPT stands at 62.6k stars 🙌 Are you one of them?

It feels like a platform built to protect leadership credibility directly. 🧐How does it work? It evaluates risk at the source, starting with emails, meetings, and everyday communication, before issues escalate.

Social Awkwardness Navigator Build confidence in conversations through practice and feedback. reputation-firewall-v21-6.mgx.world

👉 mgx.dev/explorer

MGX Explorer 📢Join the priority access list now🔥 we can't wait to share the most exciting updates in months with you. Build, Feedback, Share, Promote We can't wait to meet the most passionate AI enthusiasts. Apply below with your most compelling pitch. Expect a response within 48 hours on Discord.