"Rather than simply failing a build it's now possible for the CI/CD platform to automatically fix issues that previously required massive amounts of toil. For example, CI/CD platforms infused with AI can not only create a list of tasks that need to be completed to enable a build to run successfully, but it can now perform those tasks in the background while still keeping humans in the loop, he said."
"Unfortunately, most existing software engineering processes have been fundamentally broken for a long time because of all the homegrown scripts and manual processes that are used to build and deploy software, said Bansal. Instead of increasing the velocity at which software is developed, the amount of friction being experienced is only increasing simply because 70% of the time required to build and deploy software has nothing to do with coding, he noted."
"Harness is making a case for modernizing DevOps workflows using AI agents, a knowledge graph and orchestration framework embedded into a Harness AI platform. That approach makes it simpler to, for example, take advantage of the reasoning capabilities of a large language model (LLM) to discover the root cause of a specific issue and then invoke AI agents to create and test code that can be automatically inserted into a build."
CI/CD platforms can automatically fix build issues and perform required tasks in the background while keeping humans in the loop. AI coding tools are increasing the volume of code flowing through pipelines by four to ten times, overwhelming existing DevOps workflows. Many engineering processes remain burdened by homegrown scripts and manual steps, causing friction because about 70% of build-and-deploy time is unrelated to coding. Modernization approaches embed AI agents, a knowledge graph, and orchestration to enable LLM reasoning to discover root causes and invoke agents to create, test, and automatically insert remediation code into builds. These capabilities also apply to DevSecOps to generate fixes for discovered vulnerabilities.
Read at DevOps.com
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