Tag

#supply chain attack

2 posts tagged 'supply chain attack'

AI Coding Extension Supply Chain Attack: Lessons from the Claude Code Backdoor

Analyzing the October 2026 supply chain attack where a malicious loader was injected into the official Claude Code VS Code extension in an attempt to install an SSH backdoor, and summarizing how developers and organizations can verify and isolate AI coding extensions.

October 31, 2026

#AI coding security #supply chain attack #Claude Code

Test Design

Why 90% of AI Test Papers Are a Trap: The Blind Spots of LLM Coding Evaluation and Practical Design for Vibe Coding

Standard LLM coding benchmarks, tainted by data contamination, only measure memorization and ignore real-world security and maintainability. We explore these flaws through recent cases and offer practical test strategies that developers must design themselves in the vibe coding era.

August 9, 2026

#LLM coding evaluation #vibe coding #test design