Building an Autonomous Vehicle Safety Test Framework: Automating MISRA & CERT C Compliance

I built this to understand how autonomous vehicle teams validate safety-critical decisions against regulatory standards like MISRA C:2012, CERT C, and ISO 26262. Most AV test frameworks focus on functional behavior ("does it stop?"), but compliance validation — mapping each decision to specific safety rules — seems to be done manually. This framework automates that. Key features: AI-biased scenario generation weighted toward edge cases (30% fog vs 20% uniform, 40% critical severity) Validates AV