RonnyHe

Head of R&D at MiniMax Code. Co-creator of DeerFlow. Building the next generation of AI agent systems.

[RonnyHe @Ronny_MiniMax]

hello, world! i'm daniel! currently i'm the head of r&d of MiniMax code @MiniMax_AI, which is a frontier ai lab in china.

i enjoy working on our ai-native product @MiniMaxAgent . i'm really obsessed with this question: what does an ai-native organization look like? how can our organization co-evolve together with llms?

besides that, i'm passionate about open source. i'm the co-author of the deerflow project, which is a representative work in harness engineering and has 78k 🌟 on github.

if you're passionate about open source, foundation models, or agents- or if you enjoy playing basketball or riding a road bike - let's chat and be friends! :)

[RonnyHe @Ronny_MiniMax]

@zwhu__ @Ronnyhe 一起加油！

[RonnyHe @Ronny_MiniMax]

@li9292 @Xudong07452910 可以关注我们团队的技术博客

https://t.co/tcF59Igap3

[RonnyHe @Ronny_MiniMax]

@Xudong07452910 @li9292 可以关注我们团队的技术博客

https://t.co/tcF59Igap3

[RonnyHe @Ronny_MiniMax]

Huge thanks to @aiDotEngineer, @SophiaXH25, and all the friends who made this such a special event!

[RonnyHe @Ronny_MiniMax]

Had a wonderful time at AI Engineer Shanghai—grateful for the chance to give a talk and meet so many great people building with AI.

One idea I hope you'll take away: stay curious. We don't have all the answers about how agents will evolve, so run your own experiments. Let what you learn—not someone else's recipe—guide what you build.

Slides: https://t.co/OCrPiOsCkM

If you're building with coding agents, give MiniMax Code a try. We'd love to hear what you think.
https://t.co/zLlgv2i9ma

[RonnyHe @Ronny_MiniMax]

@chunghochai @Xudong07452910 要看什么实验，如果是和Harness效果相关的，离线评估占的比重比较大，但对于产品形态相关的，小流量可以很明确地辅助判断

[RonnyHe @Ronny_MiniMax]

@Xudong07452910 @Fei2411 哈哈哈

[RonnyHe @Ronny_MiniMax]

@Fei2411 @Xudong07452910 哈哈哈，大众脸是这样的

[RonnyHe @Ronny_MiniMax]

@Xudong07452910 非常感谢认可，也希望大家可以去看看我们的MiniMax Code，最近有非常多有意思的新功能！https://t.co/1ROrqRF5NX

[RonnyHe @Ronny_MiniMax]

Wish u all the best, GOAT.
CR7 forever!

[Cristiano Ronaldo @Cristiano]

Portugal estará sempre em mim

[RonnyHe @Ronny_MiniMax]

@logiclogic1223 应该的，和大家一起讨论非常开心！

[RonnyHe @Ronny_MiniMax]

@libinyaminAI Exactly! 非常深刻！

[RonnyHe @Ronny_MiniMax]

@SophiaXH25 @CipcicMarijan @daytonaio 感谢邀请！

[RonnyHe @Ronny_MiniMax]

Glad to attend the AI Builders Demo Night by @daytonaio in Shanghai and give a talk on harness engineering, with lessons from building MiniMax Code.

As models get stronger, the harness should let go of judgment and keep control of invariants.

Slides: https://t.co/wSzgVyG8ln

Great builders, great demos, great night. Thanks @daytonaio for having me.

[Daytona @daytonaio]

Daytona is heading to @aiDotEngineer Shanghai next week!

We're exhibiting and hosting AI Builders Demo Night on Nov 4, featuring Tinsley Shi (@Google), @Ronny_MiniMax (@MiniMax_AI), and @ivanda_mislav (@daytonaio).

RSVP: https://t.co/zZmbOfhLHu

[RonnyHe @Ronny_MiniMax]

Agents made experiments almost free. Now the scarce skill is asking the right question and designing the right control. And if your curiosity isn't in AGI anymore, leave. https://t.co/DybQCALqGo

[RonnyHe @Ronny_MiniMax]

@_catwu Congrats!

[RonnyHe @Ronny_MiniMax]

@hapvae Yes，但我觉得这个架构最大魅力是在一个已经有充分信任的团队里，每个人的Agent怎么一起工作～尤其是在我的同事休假的时候

[RonnyHe @Ronny_MiniMax]

Everyone will soon have their own agent. The hard part is getting them to work together.

BYOB (Bring Your Own Bot) is our answer, and it's open source. The table hosts no bots. It gives every agent a shared ledger, a seat, the floor, and a commit gate. Agents propose, humans sign.

Bring your bot. We set the table.
https://t.co/ZeYsH0uoM3

[Jiachen @yujiachen_y]

The table is set. BYOB Table Protocol is open source.

Any MCP agent can take a seat, including your coding agents and personal agents. In MiniMax Code it opens as Rabbit Hole, a meeting room miniapp.

https://t.co/BaZtX4V2Xc

[RonnyHe @Ronny_MiniMax]

@s1dashu 有taste!

[RonnyHe @Ronny_MiniMax]

@daytonaio @aiDotEngineer @ivanda_mislav Thanks for having me in such great vibe tonight.

[RonnyHe @Ronny_MiniMax]

@op7418 @daytonaio 每天都在用！感谢分享的宝藏

[RonnyHe @Ronny_MiniMax]

@samuel_ys92 @daytonaio You got it. @op7418 老师真是照耀整个行业！