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deepmind.google·6d ago
AI Engineering
Hugging Face Blog·Jun 23·5 min read
Build real agentic apps using CUGA: two dozen working examples on a lightweight harness
TL;DR
Building agentic applications often requires extensive setup and configuration, which can be time-consuming. CUGA, an open-source agent harness from IBM, simplifies this process by managing planning, execution, and state management.
✦ Why It Matters
Engineers can rapidly develop agentic applications without extensive setup, improving efficiency and reducing time to market.
Key Takeaways
- Use CUGA to simplify agentic app development.
- Leverage provided examples to kickstart projects.
- Focus on defining agent tasks rather than setup.
- Utilize CUGA's state management to avoid common pitfalls.
Full Summary
Developing agentic applications typically involves a lengthy setup process, including selecting frameworks and managing state, which can delay the creation of useful features. CUGA, an open-source agent harness from IBM, streamlines this by handling the orchestration of planning, execution, and tool interactions.
It allows developers to create applications using simple FastAPI files, with two dozen example applications provided for reference. CUGA maintains state throughout long tasks, preventing common issues like losing track of intermediate results.
This capability has led to CUGA outperforming other agents in benchmarks such as AppWorld and WebArena. By reducing the complexity of building agentic apps, CUGA enables faster development cycles and easier maintenance.
Engineers can leverage CUGA to focus on application logic rather than infrastructure.