CodeAct

Assess

Techniques

An agent approach that combines tool use with generated code execution.

Why it's here

Placed in Assess: 2 article(s) of evidence from 1 source(s), led by open-source activity, with 1 in the last 30 days. Confidence 33%.

5Hugging Face Blog·7/15/2026research
Model routing is harder than it looks
Hugging Face features an IBM Research article arguing that routing requests across AI models is not just a classification problem. The piece shows that real-world cost, complexity, and latency depend on caching, execution flow, governance constraints, and serving infrastructure, not just model price or task difficulty.
6Hugging Face Blog·6/23/2026open_source
IBM’s CUGA shows a lightweight harness for agentic apps
IBM’s Hugging Face Blog post introduces CUGA (Configurable Generalist Agent), an open-source agent harness that handles planning, execution, tool calls, and state management so developers can focus on tools and prompts. The company also published two dozen single-file FastAPI examples to demonstrate how the same agent can be run in governed or sovereign production setups without redesigning the app.