For nearly a decade, Scala's concurrency has been driven by Akka, Cats Effect and ZIO, each with its own vision for purity, safety, and pragmatism. Kyo enters this incredible ecosystem with a fresh perspective.This talk provides a critical, technical comparison of these systems through a unified framework.

For nearly a decade, Scala's concurrency has been driven by Akka, Cats Effect and ZIO, each with its own vision for purity, safety, and pragmatism.
Kyo enters this incredible ecosystem with a fresh perspective.
This talk provides a critical, technical comparison of these systems through a unified framework, evaluating their approaches to:
- Effect Modeling: How they represent, compose, and handle effects and errors.
- Concurrency & Resilience: The guarantees and costs of their fiber and structured concurrency models.
- Developer Experience: The trade-offs in readability, ergonomics, and type-driven safety.
We will focus on how Kyo’s use of algebraic complements the work of its predecessors.
You'll see how it embraces Scala 3 and understand why it earns its place in an already fantastic field.
Scala Fibers, Java Virtual Threads, and Kotlin Coroutines - this talk shows how this elegant solution manifests at three different abstraction levels.
So, is there a modern solution for web apps that is powerful, simple, and blazingly fast in both CI and the browser? A solution that lets you write in your favorite backend language and is fun? The answer is Datastar!
In my talk I will argue that we can do much better by relying in a systematic way on types and capabilities.
In this talk, I’ll guide you through the crossroads where Scala intersects with AI, some applications aimed at boosting developer productivity, others focused on integrating your code with LLMs.
Protobuf is commonly associated with code generation. However, in large projects with tens of thousands of message definitions, this approach can lead to an overwhelming amount of generated code. In this talk, I’ll share my journey in search of a different approach to this problem.