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Build real agentic apps using CUGA: two dozen working examples on a lightweight harness
IBM Research released CUGA, an open-source agent harness designed to manage planning and state for building complex, error-correcting agentic applications.
What: CUGA is designed to handle the orchestration overhead of agentic apps, including error recovery and state maintenance, allowing developers to focus on tool integration and prompt engineering.
Why it matters: This reflects an industry move to standardize the 'plumbing' of agentic systems, separating the orchestration logic from the model-specific reasoning tasks.
Decoder
- Harness: A testing or management framework that provides a consistent environment for executing and monitoring software components.
Original article
CUGA, IBM's open-source agent harness, simplifies developing agentic apps by managing the complexities of planning, execution, and state management, allowing developers to focus on tool selection and prompts. CUGA's efficient system maintains state and corrects errors, outperforming others in benchmarks like AppWorld. Its unique features include configurable reasoning modes and integrated policy systems, enabling quick deployment from development to production while maintaining governance and flexibility.
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