Building with AI prompts

System prompts, evals, agent tool design and RAG debugging for teams shipping AI products.
Loops & Prompts › Prompts › Building with AI
1
Drafts a system prompt for an AI feature: role, context, rules, tools, output format and examples.
You fill in: feature, rules, examples
2
Creates test cases and grading criteria for an LLM feature, so prompt changes are measured, not guessed.
You fill in: feature, failures
3
Specifies the tools an agent needs: names, descriptions, parameters and failure modes the model can use well.
You fill in: agent, apis
4
Finds whether bad answers come from retrieval, chunking, ranking or generation, with tests for each.
You fill in: pipeline, failures
5
Rewrites a weak prompt with clear structure, examples and an output format, and explains every change.
You fill in: prompt, problems