Adopting a continuous resilience approach in chaos engineering enhances system reliability by automating fault injection across all stages of the software development lifecycle (SDLC), involving developers, QA teams, and site reliability engineers (SREs). This modern methodology, known as continuous resilience, diverges from the traditional GameDay approach by integrating chaos experiments into development pipelines and environments such as Dev, QA, Pre-Prod, and Prod. Key components of this approach include the development of chaos experiments using Chaos Hubs, the adoption of resilience metrics like resilience scores and coverage, and the integration of these experiments into pipelines to progressively increase resilience coverage. Security governance policies are also essential to ensure safe experimentation and prevent disruptions. Harness Chaos Engineering offers tools to implement this approach, providing features like pre-built faults, security governance, and integration capabilities.