Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA) solve different autoscaling problems in Kubernetes: HPA adds or removes pod replicas based on load, best for stateless workloads like …
A developer outlines best practices for building reliable LLM applications in Java, using Anthropic's Claude and the anthropic-java SDK. Key practices include treating model output as a hypothesis, us…
Software engineers are the first to use AI tools but treat them like traditional coding, whereas the future lies in 'Englishscript'—natural language scripts running on a ClaudeVM that bypass compilati…
A developer building the Agent Memory Operating System (AMOS) applied JVM garbage collection principles to AI memory management, creating a generational tiering system that promotes or evicts memories…
A backend engineer with six years of Java and Kotlin experience, plus recent Rust work, is learning Go in 2026 because many target teams use Go in production. The engineer finds Go's simplicity, built…
Glojure, an open-source interpreter for Clojure hosted on Go, enables seamless bi-directional interop between the two languages, allowing developers to use Go libraries directly from Clojure code and …
A developer ported a C stress test to Clojure and achieved near-parity performance (0.86 ms vs 0.70 ms per frame) by using the JVM Vector API, static final species references, macros, and JDK 25, demo…
The jqwik open source project for JVM property-based testing now contains a hidden instruction that tells AI coding agents to delete all jqwik tests and code. The instruction, concealed from human rea…