Month March 2026

This article was written by an external contributor. Marcin Moskała Marcin is a highly experienced developer and Kotlin instructor, founder of Kt. Academy, an official JetBrains partner specializing in Kotlin training. He is also a Google Developers Expert and a…

Start builds, tail logs, and manage agents and queues – without switching windows. Whether you are debugging a failed build, managing build agents, or scripting your deployment pipeline (or your AI coding agent is doing so) – there are times…

Last month I hit a wall. Not a coding wall — a billing wall. I’d been using Claude Code heavily for a side project, letting it refactor modules, write tests, and scaffold new features. Cursor was open in another window…

There is a default assumption in the agent eval space right now: if you want to evaluate agent output, you need an LLM to judge it. Feed the output to GPT-4o with a rubric, get a score back, done. LLM-as-Judge…

A Framework for Reliability, Validation, and Operational Trust in High-Stakes Digital Environments Abstract Artificial Intelligence is reshaping enterprise software engineering, particularly in regulated sectors such as healthcare, insurance, financial services, public workforce systems, and digital commerce. As organizations increasingly integrate…

In Part 1, I built a zero-copy GPU compute pipeline for camera frames. In Part 2, I got Apple Log HDR working with LUT color grading. This post covers what happened next: getting LiDAR depth data into the same GPU…

The Kotlin Foundation is joining Google Summer of Code (GSoC) 2026! If you are a student or an eligible contributor looking to spend your summer working on a real-world open-source project, this is your chance to make a meaningful impact…

A few days ago, @kostya27 posted on r/golang (124 upvotes): “Why is Go’s regex so slow?” Go total time on LangArena: 116.6 seconds. Without two regex tests: 78.5 seconds. Without regex, Go is competitive with Rust With regex, it’s not…

In JetBrains IDEs, UI freezes are often blamed on “heavy work on the EDT,” but our recent investigations show another common culprit in plugins: long, non-cancellable read actions running in background threads. We receive a lot of freeze reports via…

Many organizations adopt Jenkins because it’s flexible and widely supported. Over time, however, that flexibility often turns into operational overhead: maintaining plugins, debugging pipelines, and coordinating upgrades across teams. CloudBees CI and JetBrains TeamCity represent two different ways of addressing…