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TL;DR Why AI coding agents need modern Go skills AI coding agents can produce working Go code, but they typically rely on outdated patterns. Older syntax appears more often in their training data. Newer language features and standard library additions may also fall outside their training cutoff. The GoLand team created …
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A while ago, we launched a long-term project to enable users to run Junie entirely locally, with local inference, across a wide variety of hardware setups. After much anticipation, we recently released an initial version of Junie Local that works on a MacBook M5 with Qwen3.6-27B. In this blog post, I will share what it …
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Our first step into on-device coding agents Junie has been able to connect to local model runtimes for a while. Point it at Ollama or LM Studio, load a local model, and the agent runs against it. Plenty of people are already doing this. But it also means you have to pick the model, tune […] Link to article: …
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Spring Boot provides comprehensive externalized application configuration support. It enables one application artifact to run in different environments by supplying values from various sources such as: In this article, we’ll explore the best practices for managing Spring Boot application configuration.A well-designed …
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The 2026 Django Developers Survey (results coming soon!) found that AI is part of the weekly or daily workflow for 90% of respondents. AI can write code quickly, but Django developers still need to understand the application, evaluate what the agent produces, and be accountable for what ships. That makes your IDE more …
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Go 1.27 is here, and the release notes have plenty to explore. Language updates include generic methods, promoted field names in struct composite literals, and improved function type inference. Beyond the language itself, Go 1.27 expands go fix with new modernizers and adds a profile for finding goroutine leaks. These …
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You can now use Air with your existing Claude Pro, Max, or Team subscription. Usage counts against your subscription quota – there’s no need to purchase API credits and no per-token Console billing. Login goes through Anthropic’s own authentication flow. Air never sees or stores your credentials. This was our …
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Here’s a function that signs a document: In Kotlin, Unit means the function completes without returning a meaningful value – roughly equivalent to void in Java. Got it? Now, tell me what could go wrong. You can’t. Yet, the code might be invalid. The signing window might have closed. The database might be down. The […] …
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We traced a frontier model through fifteen C# refactoring tasks and counted what it reached for. It piped text into interactive commands 468 times. It called git 422 times and sed 392 times. It ran dotnet build 163 times. Across 2,513 tool calls it performed a structural refactoring operation exactly zero times. Not …
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Our first minor update for the 2026.2 release cycle is ready to download. Here’s what’s new. Rider Rider 2026.2 put AI-assisted development front and center, and v2026.2.1 keeps that momentum going: The refactoring-code skill, bundled in JetBrains Rider Median task time before: 157.9s → after: 26.6s 83% faster Cost per …
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Across the PyCharm 2026.2 release line, we shipped 263 fixes and improvements. Many improve Python code insight directly, with more precise type inference, fewer false positives, smarter completion and imports, and more reliable refactoring. Here are some of the smaller changes you’re likely to notice in everyday …
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Atlassian recently announced that they are suspending sales for Data Center Products, followed by the end of life for those products in 2029. Additionally, this August, Atlassian began using certain customer data to improve its AI experiences. In light of these changes, switching to an alternative solution has become a …
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Based on the Developer Ecosystem Survey 2026, the tenth edition of our large-scale, globally representative study run by the Strategic Research and Market Intelligence team. This post picks up where our previous report on the adoption of the main AI coding tools left off in April 2026. We recently ran the Developer …
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Toolbox App 3.7 enables JVM memory optimization by default, improves the reliability of updates and session expiration recovery, and ensures compatibility with Windows Smart App Control. Action required: Update Toolbox App on Windows If you’re using an older version of the Toolbox App (3.4 or earlier) for Windows, …
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Modern software development teams face a difficult balancing act. Applications are growing more complex, release cycles are accelerating, and security expectations continue to rise. This is especially true in a time where much more code is generated daily, which needs to be checked. Teams need tools that can identify …
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