Harness AI, developed by Jyoti Bansal, is a comprehensive platform designed to revolutionize the software delivery process by using automation and artificial intelligence to streamline steps beyond code generation, such as testing, security, deployment, and optimization. The platform aims to address the bottlenecks that slow down software delivery, which are often exacerbated by fragmented tools and processes, by unifying these stages into a cohesive system that enhances speed, reliability, and security. Harness AI leverages a Software Delivery Knowledge Graph to provide context-specific insights and automation, ensuring that tasks are completed efficiently and securely. The platform's capabilities have demonstrated significant improvements in key performance metrics such as test cycle times, downtime, and pipeline debugging time. Moreover, Harness AI is developed in collaboration with leading tech companies like Anthropic and OpenAI, ensuring that it's deeply integrated into the developer workflow. As part of its launch, Harness AI is now generally available to all Harness customers, marking a significant step forward in the evolution of software delivery.