Anthropic just shipped an OpenClaw killer called Claude Code Channels, letting you message it over Telegram and Discord

The consensus among early adopters is that Anthropic has successfully internalized the most desirable features of the open-source movement—multi-channel support and long-term memory ...

Java 26 with JVM optimizations, HTTP/3, and finally no Applet API

The current OpenJDK 26 is strategically important and not only brings exciting innovations but also eliminates legacy issues like the outdated Applet API.

Oracle releases Java26, with new Java Verified Portfolio

At the JavaOne conference today, Oracle made a series of announcements related to a new Java Verified Portfolio (JVP) and new JDK Enhancement Proposals (JEPs).

Oracle unveils Project Detroit for faster Java interop with JavaScript and Python

JavaOne Oracle has shipped Java 26, a short-term release, and introduced Project Detroit, which promises faster interop between Java, JavaScript, and Python. Java 26 will be supported for just six ...
IEEE

LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion

Abstract: Large language models (LLMs), pre-trained or fine-tuned on large code corpora, have shown effectiveness in generating code completions. However, in LLM-based code completion, LLMs may ...
InfoQ

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...