Embed security assumptions at the architecture level, designing and implementing defense-in-depth for critical modules to reduce single points of failure and ambiguous trust boundaries.
Drive projects in an AI-native way: proactively use AI tools to improve development, testing, troubleshooting, and documentation workflows, and help bring Agent and LLM capabilities into the product.