Bootstrapping Microservices Using Akka, Kafka, and Spark
Explore real-time data platforms using Kafka, Spark Streaming, and Akka. Learn about unified data transfer protocols, topic management, and scalable ingestion for modern microservices architecture.
Building Safe, More Testable Scala Production Systems at x.ai
Explore key coding patterns, libraries, and architecture lessons for building safe, testable Scala production systems. Learn from x.ai's experience in developing a functional "I/O vs. pure" approach for improved application testability.
Simple Code for a Type Safe World
Discover simple techniques for achieving type safety in configuration, process calls, and REST calls using vanilla Scala. Learn to enhance code reliability and convenience without complex libraries.
Disassembling and Decompiling Scala Code
Explore Scala's bytecode generation, examining language features, composition, inheritance, and Java interoperability through disassembly and decompilation to demystify the language and improve code quality.
Doubt Truth to Be a Liar - Non Triviality of Type Safety for Machine Learning
Explore type-safe feature engineering in Scala for machine learning, covering Shapeless, macros, and quasiquotes to enhance ML framework design and model accuracy.
Easy Static Checking for Embedded DSLs in Scala with Contextual
Explore compile-time checking for embedded DSLs in Scala using Contextual, enabling custom error messages and enhanced safety without macros. Learn to create powerful string interpolators.
The Best Is Yet to Come - State of Akka in 2017
Explore Akka's evolution, including Streams, HTTP, Artery remoting, and future developments like Akka Typed. Learn about recent stable modules and upcoming features in this comprehensive overview.
Vert.x 3 Goes Scala
Explore Vert.x 3's new Scala stack for building reactive JVM applications. Learn bootstrapping, testing, deploying microservices, and enhancing Vert.x with Scala features.
Chatbots in Scala - Meet Your New Robot Overlords
Explore chatbot development in Scala, covering user experience, messaging architecture, natural language processing, and machine learning approaches for building intelligent conversational interfaces.
Class up Your Config
Explore Case Classy, a Scala library simplifying configuration loading and decoding. Learn functional programming concepts, error handling, and how Shapeless enables automatic decoder assembly.
Finagle for Beginners
Learn Finagle's core concepts, including "server as function," dynamic request routing with Dtabs, and generic request contexts. Explore practical applications for building high-concurrency servers using this extensible RPC system.
The Essence of Testing
Explore the core principles of software testing, focusing on ScalaTest's evolution, propositional and predicate logic, and property-based testing advancements.
Reification and Type-Safety in a CQRS World
Explore reification and type-safety in CQRS applications, focusing on modeling domains as Algebraic Data Types with commands and events. Learn different approaches using type parameters, projections, and path-dependent types.
Functional Programming Essentials
Explore functional programming's origins, principles, and practical applications in Scala. Learn about pure functions, immutability, and how to apply FP concepts in everyday work without complex abstractions.
Event Sourcing and CQRS
Explore Event Sourcing and CQRS patterns for scalable state management in Scala applications, featuring Lagom framework implementation, challenges, and alternative approaches.
DRY Compiling
Optimize Scala compilation times by reusing incremental compilations from CI or colleagues. Learn to save time with cached compilation for various scenarios using the Hoarder plugin.
Easy and Efficient Data Validation with Cats
Explore efficient data validation using Cats library in Scala. Learn expressive techniques for robust request validation, focusing on easy-to-use data types and approachable syntax without deep category theory knowledge.
Building Code Analysis Tools at Twitter
Explore advanced code analysis tools for large-scale Scala development, focusing on improving code browsing, review, and evolution using scala.meta semantic API and Kythe integration at Twitter.
Learn You Akka Streams for Great Good
Learn essential and advanced Akka Streams features through live coding and demos. Covers materialized values, cyclic graphs, and practical applications in Scala for efficient stream processing.
Compiling Like a Boss
Explore techniques to optimize Scala compilation times, from compiler options and anti-patterns to utilizing multi-core processing with Triplequote Hydra, for faster and more efficient development.
Fast Startup and Low Latency - Pick Two
Explore Scala Native for lightweight system programming, enabling fast startup and low latency without JVM complexities. Learn about its features, garbage collection, and performance benchmarks.