Animated Autonomous Harness Engineering Architecture A hardware verification architecture diagram with animated water-like pipelines flowing from machine-readable specifications through an AI-driven harness generator, UVM testbench, simulation logs, LLM RCA, verification results, and closed-loop coverage feedback. AUTONOMOUS HARNESS ENGINEERING ARCHITECTURE MACHINE-READABLE SPECS -> AI HARNESS GENERATION -> SIMULATION -> LLM RCA -> COVERAGE FEEDBACK Machine- Readable Specs IP-XACT / JSON AI-Driven Harness Generator UVM Agents Drivers Monitors UVM Testbench Stimulus Generator DUT Device Under Test Simulation Logs Py Python Golden Model Scoreboards & Predictors LLM Verification Agent Automated RCA Verification Results Coverage Database UCDB SVA Generation