StrongDM's AI team has developed a system where coding agents autonomously write and test software, eliminating human involvement in code creation and review. This raises important questions about accountability and liability, as existing regulatory frameworks struggle to adapt to this new model of software development.

Chaos Engineering is effective for uncovering risks and preventing outages, but scaling its adoption across organizations presents challenges. To enhance reliability, organizations must standardize testing, automate processes, and establish accountability, ensuring that all services meet the same reliability standards. Gremlin's platform offers tools to facilitate this scalable approach.