Deus Ex Scala - Finding a Home for Scala in the Corporate Machine
Exploring Scala's adoption in a high-performance financial exchange environment, discussing technical challenges, team building, and the benefits of using Scala in a risk-averse corporate setting.
Scary Build Tool? Automate More with SBT
Explore sbt plugin development to enhance Scala project automation. Learn build architecture concepts and streamline your workflow by leveraging sbt's powerful features.
The Last 10 Percent
Comprehensive guide to publishing and maintaining Scala libraries, covering essential steps from code completion to open-source release, including automation, testing, documentation, and versioning.
Readers vs Constructors - Dependency Injection Showdown
Explore dependency injection approaches in Scala, comparing methods like Cake Pattern, constructors, service locators, Reader Monad, and Java solutions. Learn pros and cons to make informed project decisions.
Dotty is Coming
Prepare for the next generation of Scala with insights on language features, library changes, and migration strategies to smoothly transition your codebase.
Fault Tolerance in Distributed Systems - A Case Study in Apache Spark
Explore fault tolerance in distributed systems through Apache Spark, examining design principles, challenges, and lessons for building robust systems and understanding their limitations.
Herding Types with Scala Macros
Explore compile-time reflection in Scala macros for enhancing type safety in database interactions, focusing on implementation benefits and practical applications in production systems.
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.
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.
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.
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.