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…
MailKite launched a service that gives AI agents their own email inboxes on custom domains, enabling autonomous email handling without IMAP or MIME parsing. Developers can either run agents themselves…
A Hacker News user argues that the current AI hype cycle is driven by narrative rather than substance, and suggests shifting the discourse toward determinism and traditional programming languages like…
A developer describes how the LLM revolution is reshaping their approach to personal projects, allowing them to tackle complex solutions beyond their expertise, particularly in frontend development. T…
A developer built a multi-step AI agent in Java using Spring AI 2.0, creating a civic research assistant that takes a plain-English issue and UK postcode to determine the most effective way to raise t…
Apache Tomcat performance monitoring can be enhanced using OpenTelemetry, which provides a vendor-neutral pipeline for collecting traces, metrics, and logs. The OpenTelemetry Java agent attaches to To…
A developer reports that AI can accelerate mapping of legacy enterprise codebases with 15 years of history, reducing search, dependency analysis, and documentation tasks from weeks to hours. However, …
Saurabh Patil launched a developer portfolio showcasing projects, skills, and experience in React, Next.js, TypeScript, and modern frontend development. The site also features a technical blog focused…
AI is accelerating legacy IT modernization projects in regulated sectors like banking and insurance, but the real risk lies not in code conversion but in proving the new version performs exactly as th…
SigNoz released a guide for sending custom and JVM runtime metrics from Java applications to its observability platform using the OpenTelemetry Java agent, enabling developers to monitor application p…
SigNoz released a guide for instrumenting Apache Tomcat with OpenTelemetry to send traces to its observability platform. The guide covers setup via setenv.sh on Linux/Windows, Docker, and Kubernetes, …
A developer tested LLM code translation by passing a Go program through 10 languages and back, finding the final Go version grew from 94 to 443 lines while retaining correctness. The experiment used a…
JShell, a read-eval-print loop (REPL) included with the JDK since Java 9, allows developers to quickly test Java code snippets without the overhead of creating a class or main method. It supports expr…
A fintech engineer argues that LLM failures often stem from poor architecture rather than hallucination. They demonstrate that chaining multiple probabilistic LLM calls can drastically reduce reliabil…
Ethan Afton built SafeRE, a production-quality linear-time regular expression library for Java, using AI agents to write the code while he directed the work. The library aims to prevent ReDoS attacks …
Technical debt and expiring LTS releases are forcing enterprises to modernize Java to integrate AI into business-critical systems, with Azul's survey showing 62% of companies worldwide and 74% in the …
Jep embeds CPython in Java via JNI, enabling Java applications to run Python code natively. The project supports Python ≥3.10 and Java ≥1.8, offering features like multiple sub-interpreters and NumPy …
Spring AI, the official Spring framework for building AI-powered Java applications, offers Java developers a unified interface to integrate with multiple AI providers like OpenAI, Google Gemini, and A…
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…
A new open-source repository uses Anthropic's Claude AI to help developers solve daily LeetCode problems organized by data structure and algorithm topic and difficulty. The project supports multiple p…