Shawn

PMC Chair of Apache Fory, author of Fury; LLM training, inference, reinforcement learning system expert; Big data and distributed system expert

[Shawn @chaokunyang]

After years building Fory, I’m excited to share Apache Fory 1.0: Idiomatic domain-object serialization in 11+ langs; schema IDL with shared/circular refs; fast protocols/runtimes across Java, Python, C++, Go, Rust, JS/TS, Scala, Kotlin, Swift, Dart & C#.

https://t.co/aA8as4cfKg

[Shawn @chaokunyang]

@tualatrix 我昨天也开了一把goal，写了一个六百多行的任务文档让它执行，跑了十个小时，用了25%的200刀周限额，写了一万多行代码，还是跑偏了

[Shawn @chaokunyang]

@billtheinvestor 有原始链接不

[Shawn @chaokunyang]

Next release will be 1.0.0, a big milestone!

[Apache Fory @ApacheFory]

🚀 Apache Fory v0.17.0 is out!

Highlights:

🟨 JavaScript/Node.js — TypeScript-friendly, cross-language, up to 4x faster than Protobuf
🎯 Dart first official release — generated serializers, up to 8x faster than Protobuf
☕ Java , virtual thread support
https://t.co/vHIrowOscF

[Shawn @chaokunyang]

@fxzer8888 @lxfater 还有”补一刀”，让它也别说。。。

[David Senra @davidsenra]

Here's my conversation with @MichaelDell, founder, chairman and CEO of Dell Technologies (@DellTech).

(0:00) The Early Obsession: Dell's Beginnings
(0:18) Middle School Memories and Early Financial Fascinations
(1:11) The Spark of Stock Market Interest
(2:14) Unreleased Products and Unwavering Enthusiasm
(2:35) Family Conversations and Motivations
(3:11) The Puzzle of Technology
(4:50) Taking Things Apart: A Lifelong Curiosity
(5:52) The Economics of IBM and Early Business Insights
(9:19) Cost Control and Competitive Advantage
(16:36) The Importance of Storytelling in Business
(20:58) Learning from the Greats: Influences and Inspirations
(25:00) The Challenge of Self-Sabotage in Entrepreneurship
(29:48) Embracing Change and Innovation
(43:09) The Power of Data and AI in Business
(46:55) Cultural Differences and Resistance to Change
(47:22) Investing in Technology: Lessons from Andrew Carnegie
(49:05) The Concept of 'Dad Terminal'
(50:54) Supply Chain Mastery
(56:18) The Importance of Energy Management
(57:59) Early Financial Challenges and Solutions
(1:02:05) The Negative Cash Conversion Cycle
(1:18:17) The Mail Order Stigma and Overcoming It
(1:19:39) The Rise of E-commerce
(1:28:48) Fear of Failure and Final Thoughts

Includes paid partnerships.

[Shawn @chaokunyang]

Gpt5.4的提示词指南很值得一看，按照这个指南，能更好地引导模型的生成行为，提升多轮长任务的执行效果

[Shawn @chaokunyang]

@GoogleResearch 明天测一下看看效果

[Google Research @GoogleResearch]

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: https://t.co/CDSQ8HpZoc

[Shawn @chaokunyang]

正式支持 C# 和 Swift 啦，C# 序列化比 Protobuf 快 6.5 倍，Swift 序列化比 Protobuf 快 3.9 倍，欢迎大家使用

[Apache Fory @ApacheFory]

Apache Fory v0.16.0 is out!

🚀 First-ever C# & Swift support
⚡ C#: up to 6.5x faster than Protobuf, 3.3x faster than Msgpack
⚡ Swift: up to 3.9x faster than Protobuf
🐍 Python: Fast cython struct serializer

https://t.co/UchmooNKr9

#ApacheFory #Serialization #OpenSource

[Apache Fory @ApacheFory]

Apache Fory v0.16.0 is out!

🚀 First-ever C# & Swift support
⚡ C#: up to 6.5x faster than Protobuf, 3.3x faster than Msgpack
⚡ Swift: up to 3.9x faster than Protobuf
🐍 Python: Fast cython struct serializer

https://t.co/UchmooNKr9

#ApacheFory #Serialization #OpenSource

[Derrick Choi @derrickcchoi]

Appreciate all the feedback on the @OpenAI Codex best practices article I posted yesterday.

It's now posted on our developer docs! Read here: https://t.co/VO7SbcD8Il

[Srishti @srishticodes]

This 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 file will make you 10x engineer 👇

It combines all the best practices shared by Claude Code creator:

Boris Cherny (creator of Claude Code at Anthropic) shared on X internal best practices and workflows he and his team actually use with Claude Code daily. Someone turned those threads into a structured 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 you can drop into any project.

It includes:
• Workflow orchestration
• Subagent strategy
• Self-improvement loop
• Verification before done
• Autonomous bug fixing
• Core principles

This is a compounding system. Every correction you make gets captured as a rule. Over time, Claude's mistake rate drops because it learns from your feedback.

If you build with AI daily, this will save you a lot of time.

[Shawn @chaokunyang]

@yuxiyou 我的体感是 codex-5.3 xhigh好一点，opus4.6幻觉更严重，文档会写出来一些不存在的api，代码会经常改测试绕过去

[Shawn @chaokunyang]

@twsxtd 是这样的，一定得加这个，不然到处都是垃圾代码

[Shawn @chaokunyang]

@zzxwill 注册需要海外手机号，试了下没搞定

[Shawn @chaokunyang]

@manateelazycat Rust，用上智能指针，基本上就差不多了

[Shawn @chaokunyang]

@wwwgoubuli 因为大家都抄谷歌的infra?

[Shawn @chaokunyang]

Rust 性能和兼容性进一步增强，欢迎使用

[Apache Fory @ApacheFory]

🚀 Apache Fory 0.13.2 is here!

Highlights:
⚡ Major Rust performance boost with thread-local context management & segmented pooling
🦀 New u128, Duration serializer & config system for Rust
🔧 Kotlin now handles Java reserved keywords

https://t.co/5zX4kxNPXV

[Shawn @chaokunyang]

Apache Fory Rust：重塑序列化性能与灵活性的下一代高性能框架。如果你有序列化性能、灵活性和兼容性的困扰，你应该试试 Apache Fory Rust
https://t.co/JfJahGzhgm