Often Missing SkillsProduction Robotics DeploymentSimulation Based ValidationSafety Case DevelopmentPerformance OptimizationSensor CalibrationRobustness TestingOn Robot DebuggingSystems Integration
Development SuggestionsBuild a small autonomy project that runs in simulation and on hardware, then document requirements, tests, and failure handling. Practice profiling and optimization, add automated test coverage, and learn the safety and validation expectations used in regulated or mission-critical systems.