Evaluate Code Generation with Strands Agents
Example workflow demonstrating how to evaluate Strands Agents SDK using promptfoo's testing framework for multi-step agent prompt workflows.
Why it matters
Leverage Strands Agents and promptfoo to rigorously evaluate and improve your code generation capabilities. This asset provides a framework for testing AI-generated code quality and identifying areas for enhancement.
Outcomes
What it gets done
Set up Strands Agents for code generation tasks.
Utilize promptfoo for automated evaluation of generated code.
Analyze test results to debug and refine code generation prompts.
Integrate with GitHub for version control and collaboration.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/pfoo-strands-agents | bash Capabilities
What this chain does
Writes source code or scripts from a description.
Analyzes code for bugs, style issues, and improvements.
Traces errors to their root cause and suggests fixes.
Overview
Strands Agents
What it does
This is a reference example that demonstrates the integration between Strands Agents SDK and promptfoo's evaluation framework. It provides a working configuration showing how to test and evaluate agent-based prompt workflows built with the Strands Agents SDK using promptfoo's testing capabilities.
How it connects
Use this example when you are building applications with the Strands Agents SDK and need to set up systematic testing and evaluation. It is particularly relevant when you want to establish quality benchmarks for multi-step agent interactions or validate agent behavior before deploying to production.
Source README
This example demonstrates how to evaluate Strands Agents SDK with promptfoo.
Discussion
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