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JetBrains offers many new features for Java in its IntelliJ development environment and the Koog agent framework.

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Abstract: In this work, we introduce a novel large language model (LLM)-based masking mutation operator for Genetic Improvement (GI), which leverages code completion capabilities of large language ...

Joy Ebertz, Principal Engineer at Imprint, presented at QCon London 2026 a groundbreaking framework for prioritizing technical debt amidst rapid AI-driven code production. By challenging perfectionist ...

Abstract: Large language models (LLMs), pre-trained or fine-tuned on large code corpora, have shown effectiveness in generating code completions. However, in LLM-based code completion, LLMs may ...

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...