ROBERT MITCHELL

AI & ML that's integrated Autonomous Firmware Ops Platform (AFOP) or if you're feeling fancy "Self-Healing Firmware Engineering Framework for UEFI (SHEFFU) More technically: AI-Augmented Continuous Integration for Firmware, Autonomous Debug-Build-Fix Cycle System, GenAI-Powered EDK2 Repair Bot Framework #firmware #edk2 #uefi #ci-cd #autonomous-systems #ai-devops #genai #self-healing *Fututre Plans* GenAI Toolbox Integration | for deeper orchestration, smarter reruns, and model feedback loops. Interactive dashboard that visualizes failures, fix attempts, patch diffs, and model performance. Confidence scoring system to auto-reject obviously bad patches. Rollback safety net in case a fix introduces regressions—auto-git-revert + report. Cross-platform firmware testing lab, real or emulated, to test the built binaries on hardware variants.