RoguePilot flaw let GitHub Copilot leak GITHUB_TOKEN, while new studies expose LLM side channels, ShadowLogic backdoors, and promptware risks.
Researchers warn malicious packages can harvest secrets, weaponize CI systems, and spread across projects while carrying a dormant wipe mechanism.