IBM’s WatsonX Code Assistant to Evolve with Domain-Specific AI for Enhanced Code Generation
IBM’s WatsonX Code Assistant accelerates enterprise coding with AI, targeting IT automation (Red Hat Ansible Lightspeed) and mainframe app modernization (COBOL to Java on IBM Z).
Designed to accelerate development while maintaining the principles of trust, security, and compliance, the product leverages generative AI based on IBM’s Granite foundation models for code running on IBM’s watsonx platform. Granite uses the decoder architecture, which underpins large language model capabilities to predict what is next in a sequence to support natural language processing tasks. IBM is exploring opportunities to tune watsonx Code Assistant with additional domain-specific generative AI capabilities to assist in code generation, code explanation, and the full end-to-end software development lifecycle to continue to drive enterprise application modernization.
“Red Hat has already shown what domain-specific AI can do for IT automation at the community level”Ashesh Badani, Senior Vice President and Chief Product Officer, Red Hat
According to a recent IDC report, “Because it relies on a model trained on curated data, watsonx Code Assistant can help enterprises improve code quality by propagating best practices through code recommendations, instead of polluting enterprise code bases with code generated by models trained on unvetted repositories.”
“With this launch, watsonx Code Assistant joins watsonx Orchestrate and watsonx Assistant in IBM’s growing line of watsonx assistants that provide enterprises with tangible ways to implement generative AI,” said Kareem Yusuf, Ph.D, Senior Vice President, Product Management and Growth, IBM Software.”
Additionally, IBM Consulting brings deep domain expertise across these use cases working closely with clients across industries such as banking, insurance, healthcare and government, to build strategies to allow them to take advantage of the potential of generative AI and code generation to accelerate modernization.
IT Automation – IBM watsonx Code Assistant for Red Hat Ansible Lightspeed
The Ansible Automation Platform helps enterprise developers and IT operators implement automation, using Ansible Playbooks, for IT tasks including infrastructure management, hybrid cloud deployment, network configuration, application deployment and more. With IBM watsonx Code Assistant for Red Hat Ansible Lightspeed, platform users can input plain English prompts to automatically generate task recommendations for Ansible Playbooks that adhere to best practices in task creation and maintenance. This way, a greater number of team members can create Ansible Playbooks more efficiently and implement automation engineered to be more resilient and easier to support without in-depth training.
Technical Preview Key Data:
- Approximately 4,000 developers participated in the technical preview.
- 85% overall average acceptance rate of the AI-generated content recommendations. (from July 27 – Oct 23, 2023, based on over 41,000 recommendations)
- Productivity improvements in the range of 20-45%.
“Red Hat has already shown what domain-specific AI can do for IT automation at the community level,” said Ashesh Badani, Senior Vice President and Chief Product Officer, Red Hat.”