Architecting for Change at Scale

Regardless of industry, programming language, or company size, change is a necessity in technology. We can’t effectively anticipate all future evolutions, but we can learn from past experiences to inform how to make our systems easier to change without over-engineering. The ability to safely and effectively deploy change at scale can be the difference in beating competitors to market, mitigating zero-day vulnerabilities, keeping developers happy, and ensuring customers have a reliable product.

Change is present every day in how we evolve our systems and release features. It is there when we decide to adopt a new technology or migrate systems from one solution to another. It’s also there when we need to rapidly address large-scale vulnerabilities at scale like we saw last year with log4j.

In this track, attendees will learn patterns and practices to help them architect systems and tooling with agility top of mind – enabling technology to keep up with the needs of the business while minimizing risk and technical debt

From this track


Adopting Continuous Deployment at Lyft

All organizations, regardless of size, need to be able to make rapid changes and improvements in their constantly growing systems. How can we handle all this change while maintaining a reliable product? 

Tom Wanielista

Senior Staff Software Engineer @Lyft


Architecting for Change at Scale Presentation 2

Details coming soon.

Mykyta Protsenko

Senior Software Engineer @Netflix


Architecting for Change at Scale Presentation 3

Details coming soon.


Architecting for Change at Scale Presentation 4

Details coming soon.


Monday Oct 24 / 09:00AM PDT



QCon San Francisco 2022
Oct 24th - Oct 28th, 2022


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Track Host

Haley Tucker

Senior Software Engineer for Productivity Engineering @Netflix

Haley Tucker is a Senior Software Engineer for Productivity Engineering at Netflix where she is responsible for building systems and tools which reduce friction in the Software Development Lifecycle (SDLC), allowing developers to focus more on their business goals. Prior to that, she was a member of the Resilience Engineering team responsible for improving the reliability of the Netflix ecosystem through trustable and safe tooling. She has also worked on the Playback Features team where her services filled a key role in enabling Netflix to stream content to millions of members on thousands of device types worldwide. Prior to Netflix, Haley spent a few years building custom billing and payment solutions for cloud and telephony service providers as a consultant as well as near-real-time command and control systems at Raytheon. Haley enjoys applying new technologies to develop robust and maintainable systems, and the scale at Netflix has been a unique and exciting challenge. Haley received a BS in Computer Science from Texas A&M University

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