A Practical Guide to Autonomous Evaluation Loops in Claude Code

The guide explains two layers of Claude Code improvement, YAML activation tuning and output checks like word count and sentence rules.
InfoQ

Claude Opus 4.6 Introduces Adaptive Reasoning and Context Compaction for Long-Running Agents

Anthropic’s Claude Opus 4.6 introduces "Adaptive Thinking" and a "Compaction API" to solve context rot in long-running agents. The model supports a 1M token context window with 76% multi-needle ...
GitHub

Java Platform Extension for Visual Studio Code

See the VS Code Tips wiki for a quick primer on getting started with VS Code. Setting up the JDK The extension requires JDK 17 or newer to run. Optionally, set a different JDK to compile and run ...
IEEE

Improving Software Modularization Quality Through the Use of Multi-Pattern Modularity Clustering Algorithm

Abstract: In contemporary software development processes, as the software development cycle undergoes continuous evolution, the subsequent maintenance phase often veers away from the original ...
IEEE

The Optimal Setting for Multilayer Modularity Optimization in Multilayer Brain Networks

Abstract: Community detection plays a key role in the study of brain networks, as mechanisms of modular integration and segregation are known to characterize the brain functioning. Moreover, brain ...
GitHub

christophetd/log4shell-vulnerable-app

This repository contains a Spring Boot web application vulnerable to CVE-2021-44228, nicknamed Log4Shell. It uses Log4j 2.14.1 (through spring-boot-starter-log4j2 2.6.1) and the JDK 1.8.0_181. [+] ...