Ex-AI prodcut director at Bytedance | Ex-@Sphere_Ex co-founder & CTO | @TheASF member | AWS Data Hero
Beijing
Joined November 2018
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Wrapped up my talk at AWS Community Day Hong Kong 2026 🎤🇭🇰
Loved exchanging ideas with fellow builders on running AI agents in production.
I'll be turning this talk into an article, stay tuned! ✍️
#AWSCommunityDay #AIAgents #harness #AI
Speaking at AWS Community Day Hong Kong 2026 👩💻 "Beyond the Demo: What It Actually Takes to Run an AI Agent in Production"
Lessons from shipping AI agents: harness design, evals, deployment, and what actually holds up.
HK · Oct 24 — come say hi! 👋 #AWSCommunityDay #AIAgents
My InfoQ article on the agent harness is now on @awsdevelopers 🎉
An agent = a model + a harness. I compare two ways to build one: Harness-as-a-Service vs self-managed 👉
builder.aws.com/content/3Jx7…
#AgentHarness #AIEngineering #AgentCore #Envoy #AIGateway
#Muse so cute 🥹 nails my requests almost every time
Out-of-the-box, zero setup, that's how tech goes mainstream, I think
New article on @InfoQ 🎉
Building an AI agent is easy. Making it production-ready is the hard part. I wrote about #AgentHarness and what it takes to move from a prototype to production #AIAgents 👇
infoq.com/articles/agent-har…
#AI #AIEngineering
Harness-as-a-Service (HaaS) e.g, #AWS #Agentcore; Self-managed: e.g.; Agent Router (formerly #Envoy #AIGateway) are 2 #Agent harness solutions
Happy to share my thoughts on AI Agents and Agent Harness in this webinar. Thanks for having me! 🙌 I’ll share a more in-depth article on #AI, #AIAgents, and #AgentHarness soon. Stay tuned! 😉
#AWS #AgentCore #OpenSource #AIEngineering #CloudNative
2025 was the year #AI #agent broke out. 2026 is the year we ship them! What separates a demo from production? The #AgentHarness , everything around the model 👩💻 @awsdevelopers
builder.aws.com/content/3GAh…
I’ll be sharing how we move from building #AI #agent to #AgentHarness.
Beyond “can we build agents?”, the real question is:
👉 how do we make them reliable, scalable, and cost-efficient in real systems?
Looking forward to connecting with fellow builders in Shanghai 👋
Hope you get some practical experience to develop your #AIAgent !
Part 1 of DEV Track Spotlight 🤖
DEV311 with Betty Zheng (AWS) & Trista Pan (AWS Data Hero, Senior AI Engineer Tetrate)
"AI has moved beyond chat. Today AI systems can plan, cooperate & fix problems - like a team of engineers."
#AWSreInvent #DEVTrack #AWSCommunity #AWSHeroes
So far, enjoyed delivering my #AI Agent talk, receiving some cool #AWS #Hero swag, and catching up with friends over coffee☕️🫰#awsreinvent
Hope this page of takeaways sparks a few ideas about the AI Agent for everyone!
Aha, this talk will cover on-hand experiences with #AI and AI Agent. See you at #AWSreInvent next Monday!
Hello @AWSreInvent 2025 is on its way, I’ll be there giving a talk about developing a decent #AI #aiagent. Will any of you be there too? Looking forward to seeing everyone👋 #AWSreInvent
It seems that many @TheASF projects are adopting #AI, and #MCP is an effective way to connect with AI 🤖
🚀 Apache Gravitino™ 1.0.0 is here!!!
Metadata Goes Agentic.
From Metadata Management to Contextual Engineering:
⚡ Stats · Policy · Job systems
🤖 MCP server (agent-ready)
🔒 RBAC governance
🔗 github.com/apache/gravitino
#OpenSource #AI #Metadata #Datastrato #ApacheGravitino
Teacher #ChatGPT really knows how to grab his students' attention and get them excited about studying😎
Nice paper gives a systematic review of post-training for #LLM and the reinforcement learning (RL) framework: arxiv.org/abs/2502.2132
