Software Development

Talk: Mutating Meetup with GraphQL

September 19, 2023 by Annyce Davis Leave a Comment

Over the past three years, Meetup has undergone a transformation from relying on REST APIs to fully embracing GraphQL. Despite the many benefits, it hasn’t been without its challenges.

In this talk, I’ll cover the benefits of using GraphQL in production, such as how it can streamline API development and improve data retrieval. I’ll also discuss common challenges that arise when implementing GraphQL in production and share best practices for addressing them.

Specifically, I’ll touch on:

* Schema design considerations
* Caching strategies
* Monitoring and performance optimization
* Tools and frameworks for implementing GraphQL in production

Look forward to gaining valuable insights and practical advice for implementing GraphQL in production!

Resources:

Recordings

What engineering leaders need to know from this year’s Google I/O

May 13, 2022 by Annyce Davis Leave a Comment

I didn’t intentionally aim to create a rhyming title, but there you have it. Each year, I look forward to Google I/O like a kid going back to school. This year was no exception. I watched as many videos as I could that were related to App Quality, Firebase Crashlytics, and Jetpack Compose. Here’s what I think engineering leaders should know.

Key takeaways

Artificial Intelligence and Machine Learning dominate. Hiring these engineers will remain unbelievably competitive
App quality matters and will impact your success on Google Play
Large screens aren’t going away any time soon. Designers will need to adapt
User data privacy changes are coming fast and furious
Jetpack Compose: learn it or get left behind

Talk: The Real MVP

May 2, 2022 by Annyce Davis Leave a Comment

You have an idea for a new app. You’ve secured buy-in from the business. What’s next? The MVP. But what does it take to ship a new app these days? What are the challenges you’ll inevitably face? How should you approach the architecture? What are the technical decisions you’ll need to make?

You’ll learn the answers to those questions and more in this talk. We’ll discuss how to conduct initial user research, the development process, and how to work with Marketing to promote your MVP.

Join me on the journey from idea to users’ hands.

Resources:

Recordings

None yet

Improved caching with Kotlin flows and the reduce function

March 17, 2022 by Annyce Davis 3 Comments

I’ve been on a caching crusade. I’m working to reduce the load on our database by focusing on various caching solutions. In an ideal world, data that is “static” will be heavily cached; minimal database interaction required. However, that’s not the world I’m living in. Each request to our GraphQL API leads directly to a database hit. Ugh!

Apollo GraphQL offers a few caching solutions to help with this endeavor. We decided to go with the responseCachePlugin. This plugin stores cacheable data in a datastore of your choice, for us that was Redis. The key thing to keep in mind is that the data must be cacheable. Which leads us to “the problem.”