Books

2025

DeepSeek Essentials Book Cover

DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM Amazon US Packt Website

Authors: Andy Peng, Alex Strick van Linschoten, Duarte Carmo

Packt

Writings

2025

Amazon SageMaker AI introduces EAGLE based adaptive speculative decoding

Amazon SageMaker AI introduces EAGLE based adaptive speculative decoding to accelerate generative AI inference HTML

Authors: Andy Peng, Kareem Syed-Mohammed, Ram Vegiraju, Vinay Arora, Xu Deng, Siddharth Shah, Johna Liu, Anisha Kolla

Artificial Intelligence

2022

Horizontal Auto Scaling in Serverless Containers

Horizontal Auto Scaling in Serverless Containers HTML

Author: Andy Peng

Enabling AWS X-Ray tracing for AWS App Runner

Enabling AWS X-Ray tracing for AWS App Runner service using AWS Copilot CLI HTML

Authors: Yang Wanxian and Andy Peng

Containers

Observability for AWS App Runner VPC networking

Observability for AWS App Runner VPC networking HTML

Author: Andy Peng

Containers

Tracing an AWS App Runner service using AWS X-Ray with OpenTelemetry

Tracing an AWS App Runner service using AWS X-Ray with OpenTelemetry HTML

Author: Andy Peng

Containers

Invited Talks

2025

UW AI & Robotics Data Summit 2025

LLM Native Primitives: Next Golden Path Event Page

Keynote Speaker: Andy Peng (Amazon)

Hosted by Xu Chen (Associate Professor at University of Washington, Director of Boeing Advanced Research Collaboration at UW)

UW AI & Robotics Data Summit 2025

Boeing Advanced Research Center, University of Washington

Packt GenAI Summit 2025

State of Open Source LLM HTML Event Page

Keynote Speaker: Andy Peng (Amazon)

Packt GenAI Summit 2025

2024

OnBoard! Podcast

LLM 时代需要怎样的软件开发新范式 Podcast HTML

Panelists: 黄东旭 (PingCAP co-founder & CTO), 贾扬清 (VP Nvidia, Lepton AI co-founder & CEO), Andy Peng (Amazon)

Moderator: Monica Xie (Head of BizOps & Partnership, Dyna Robotics)

OnBoard! Podcast

SMILE GenAI Panel

GenAI 茶话会 Rednote Post

Panelists: Andy Peng (Senior Research Engineer, AWS Bedrock), Xiaopeng Li (Senior Applied Scientist, AWS NDGE Science), Raphael Shu (Senior Applied Scientist, AWS Bedrock)

SMILE: Seattle Amazonian Chinese League

2023

KubeCon + CloudNativeCon Europe 2023

The open-source community at AWS: containerd and Envoy Tweet

Presenters: Andy Peng (Sr. Engineer, AWS), Phil Estes (Principal Engineer, AWS)

KubeCon + CloudNativeCon Europe 2023

CUC Meetup

Technical Leadership in Team Management HTML YouTube

Speaker: Andy Peng (Amazon)

Moderator: Zheng Luo (Microsoft Azure)

CUC Meetup

2022

KubeCon + CloudNativeCon North America 2022

Building Multi-Tenant Routing And Scaling With Envoy HTML YouTube

Presenter: Andy Peng (Amazon)

KubeCon + CloudNativeCon North America 2022

DockerCon 2022

How Developers can get to production web applications at scale easily HTML YouTube

Presenters: Inbal Shani (CPO, Twilio; former CPO, GitHub; former GM, AWS), Andy Peng (Sr. Engineer, AWS), Clarinda Mascarenhas (Sr. Container Specialist, AWS)

DockerCon 2022

AWS App Runner X-Ray Integration

AWS App Runner X-Ray Integration Tweet YouTube

Speaker: Andy Peng (Sr. Engineer, AWS)

Moderator: Adam Keller (Sr. Technologist, AWS)

Containers from the Couch

Guest Lectures

2024

UW Guest Lecture

Transforming AI: Modern Business Redefine Linkedin Post

Guest Lecturer: Andy Peng (Amazon)

MSIS 549 (2): Machine Learning and Artificial Intelligence for Business Applications

University of Washington

UW Guest Lecture

New Era of Generative AI and Building in the Cloud UW Foster MSIS Post Linkedin Post

Guest Lecturer: Andy Peng (Amazon)

Hosted by Léonard Boussioux (Professor, University of Washington - Foster, Allen CSE). Co-present with Jay Bartot (Affiliate Professor, University of Washington and Partner, Madrona Venture Labs)

MSIS 547 (2): Managing in the Era of Cloud Computing

University of Washington

Media Coverage

2025

QQ News

86 条 DeepSeek 的关键思考|Best Ideas 开源 HTML

2023

Meet the Ambassadors

Meet the Ambassadors YouTube