From Reactive to Proactive: Building an AI Immune System for Code

This article explores a paradigm shift from reactive AI assistants (like IDE copilots) to proactive autonomous agents that continuously monitor and improve code health. The SKRYMIR system demonstrates how multi-agent orchestration can automate complex CI/CD workflows, shifting from reactive pair-programming support to preventive code maintenance—a critical evolution as development teams seek to reduce technical debt without constant human intervention.