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Hands-on guides for the Improve stage of the AX workflow: running experiments, optimizing prompts, and adding guardrails.

Build, Test, and Optimize a Prompt

An end-to-end walkthrough of the prompt iteration cycle using a trip-planner use case.

Prompt Experimentation for Summarization

Experiment with prompts to optimize a summarization task.

Text2SQL Application for Database Querying

Build and optimize a Text2SQL application for database querying from scratch.

Improving Structured Output Generation with Prompt Learning

Use Prompt Learning to improve accuracy on structured output generation.

Optimizing Coding Agent Prompts for Planning

Optimize coding agent prompts for the planning phase with Prompt Learning.

Optimizing Coding Agent Prompts for Execution

Optimize coding agent prompts for execution and track improvement.

Observe and Optimize Coding Agent Workflows

Trace coding agent sessions, evaluate tool choices, and improve performance.

Find and Fix Issues with a Coding Agent

Have your coding agent review traces, fix bugs in code, and add evals that stop them coming back.

Optimizing Your Eval Prompts

Use Prompt Learning to improve your LLM evaluation prompts.