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Let’s talk about the elephant in every data scientist’s room (or in this case, the panda). You’ve probably touched pandas before, even if nobody introduced you two properly. Ever opened a CSV file in Python and tried to make sense of it? Sorted a column, dropped some junk rows, and prayed a merge would work? […] Link …
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Over the past six months at JetBrains, our AI development expenses have increased roughly 10x. When the costs started rising, of course we noticed – and realized that we simply didn’t know how to control them systematically. We didn’t know because our developers don’t just use the AI tools we build. They decide for …
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Somewhere in your notes there’s an app idea waiting for a free weekend that never comes. Consider this its official deadline: RevenueCat Shipaton 2026, the world’s biggest mobile hackathon, runs August 1 to September 30. If you know Kotlin, that idea is closer to the App Store than you think. Join the Shipaton The Ship …
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As .NET developers, we need to iterate on our applications while building, and part of that developer inner loop is the debugging experience. The rise of multi-platform code editors further requires developers to have all the functionality they need to build and debug their application out of the box, wherever they’re …
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This is a guest post from Naa Ashiorkor, a data scientist and tech community builder. Building intelligent systems that can see, hear, understand language, and make decisions was previously the domain of specialized researchers with massive computing resources only – today, deep learning has made this accessible to …
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Qodana 2026.2 makes it easier for development teams to act on code quality, security, and compliance findings throughout the development workflow. This release introduces clearer code coverage insights for pull requests, highlights uncovered new lines directly in the IDE, and automatically detects coverage reports in …
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This tutorial was written by an external contributor. APIs are frequent targets for bad actors since they expose data and functionality. Securing them while maintaining usability is often one of the most challenging and time-consuming parts of API development. OAuth 2.0 and JSON Web Tokens (JWT) help make these …
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Part 3 of a series where we take public “token saver” add-ons for coding agents and run the same paired A/B benchmark against each of them. Part 1 was the caveman skill (advertised −65%, measured −8.5%). Part 2 was rtk (advertised −60–90%, measured +7.6%). We ran 80 paired tasks to test the ponytail skill for […] Link …
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CI/CD is changing rapidly. Or is it?.. AI-assisted development is increasing the volume of code being written, software systems are becoming more distributed, and engineering teams are continuously rethinking how they build, test, and ship applications. At the same time, organizations are modernizing their CI/CD …
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TL;DR KotlinLLM is now public. It’s a research prototype for delegating runtime logic to an LLM from Kotlin code. Instead of calling an LLM on every request or running a separate agent, you can write an explicit Kotlin call. Its body is generated Kotlin source code, and that code is updated as your application hits […] …
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