PinnedSymflowerThe best IntelliJ IDEA productivity plugins for Java developersIntelliJ IDEA is one of the most popular IDEs, with almost 30% of all professional developers using it. Among Java developers, it reigns…Mar 28, 2023Mar 28, 2023
SymflowerComparing LLM benchmarks for software developmentIn this post, we’re comparing the various benchmarks that help rank large language models for software development tasks.Jul 22Jul 22
SymflowerReusability in Java: How to optimize code for reuse?In this post, we dive into code reuse and some key code reusability best practices that help you optimize Java code for reuse.Jul 12Jul 12
SymflowerWhat are the most popular LLM benchmarks?This post covers the most widely used benchmarks for assessing the performance of large language models.Jul 11Jul 11
SymflowerAnalyzing application performance: A guide to manual instrumentation with Go tracingIn this post, we look at Go tracing and its support to manually instrument applications to gain valuable insights into its execution…Jul 11Jul 11
SymflowerHow to reproduce and find fixes for reported software errors?This post walks you through our approach to addressing reported software problems with Symflower. Check out this blog post about…Jul 10Jul 10
SymflowerEvaluating LLMs: complex scorers and evaluation frameworksThis post details the complex statistical and domain-specific scorers that you can use to evaluate the performance of large language…Jul 9Jul 9
SymflowerDeepSeek v2 Coder and Claude 3.5This deep dive takes a look at the results of the DevQualityEval v0.5.0 which analyzed over 180 different LLMs for code generation (Java…Jul 9Jul 9
SymflowerWhat are Java modules and how to use them?In this post, we dive into the details of modules in Java, covering the most important types and their differences.Jul 9Jul 9
SymflowerGenerating test templates for 10 open-source Spring Boot applications with SymflowerIn this post, we evaluate test template generation with Symflower in real-life, large-scale Spring Boot projects. See how we tested…Jul 8Jul 8