> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://learning.postman.com/llms.txt. For full content including API reference and SDK examples, see https://learning.postman.com/llms-full.txt. # Use Postman AI Recipes AI prompt recipes are ready-to-use prompt templates that help you get the most out of Postman's AI-powered agents. Each recipe addresses a real-world scenario and provides an example prompt you can use or adapt to fit your specific needs. ### Debug auth errors #### Problem You've inherited a collection from a teammate, but every request returns a `401 Unauthorized` or `403 Forbidden` error. You aren't sure which environment variables are missing or whether your OAuth 2.0 configuration is correct. ### Solution Analyze the authentication headers in your requests and cross-reference them with your current Environment. The agent can identify missing variables, misconfigured token flows, and header inconsistencies before you spend hours guessing. #### Example prompt ```txt title="Debug auth errors" wordWrap I'm getting 401 errors on this collection; help me debug the auth, sync my environment variables, and validate that OAuth 2.0 is configured correctly. ``` *** ### Collection cleanup #### Problem Your workspace has grown out of control. You have 200+ requests with names like `New Request (Copy)` and duplicate endpoints scattered across five different folders, making it difficult navigate or maintain. #### Solution Deduplicate and reorganize your collection's architecture. The agent can identify redundant requests, merge duplicate endpoints, and restructure your folders into a logical hierarchy with descriptive names. ### Example prompt ```txt title="Collection cleanup" wordWrap Find duplicate requests, identify redundant endpoints, and reorganize this collection by grouping related endpoints into a logical folder structure with descriptive names. ``` *** ### Server generation and scaffolding #### Problem You have a finished API design in Postman but haven't written a single line of code yet. Starting from scratch is time-consuming, and manually translating your collection into a typed server introduces risk. #### Solution Scaffold a complete, type-safe API server directly from your API collection. The Postman Agent generates production-ready boilerplate so you can start building features rather than infrastructure. #### Example prompt ```txt title="Server generation and backend scaffolding" wordWrap Generate a complete Express.js server with TypeScript, database integration, and CRUD operations directly from this API collection. ``` *** ### Map legacy and undocumented APIs #### Problem You need to integrate with a legacy third-party API that has zero documentation and a confusing endpoint structure. You don't know what's available, what parameters are required, or what a successful response looks like. #### Solution Map the surface area and behavior of the unknown service. The agent systematically analyzes endpoints, generates working request examples, and documents which calls return meaningful payloads — giving you a foundation to build your integration on. #### Example prompt ```txt title="Map legacy and undocumented APIs" wordWrap Explore and document this unknown API by analyzing endpoints, generating request examples, and documenting what returns interesting payloads. ``` *** ### Production pipelines and safe deployment testing #### Problem Your team is terrified of breaking the production API during a Friday afternoon deployment. You need confidence that the new version works before it reaches all your users. #### Solution Use the agent to build a deployment testing strategy that includes blue-green deployments and canary testing workflows. This lets you validate the new API version against a controlled subset of traffic before committing to a full release. ### Example prompt ```txt title="Production pipelines and safe deployment testing" wordWrap Create testing strategies for blue-green deployments and implement canary testing workflows to validate the new API version with a subset of traffic before full release. ``` *** ### Compliance audit #### Problem You are heading into a security audit and need to ensure your APIs meet HIPAA or GDPR data-handling standards. Manually reviewing every endpoint for compliance gaps is slow, inconsistent, and error-prone. #### Solution Run an automated compliance and security scan across your entire workspace. The agent checks for exposed secrets, validates role-based access control (RBAC) configurations, and identifies endpoints that may be handling sensitive data incorrectly. #### Example prompt ```txt title="Compliance audit" wordWrap Implement security testing and compliance checks for GDPR and HIPAA; validate our role-based access control and ensure no secrets are exposed in the collection. ``` Never store API keys, tokens, or passwords directly in a collection. Use Postman Environment variables and Vault integrations to manage secrets securely before running a compliance audit. *** ### Automate customer onboarding #### Problem Every time a new customer completes a payment in **Stripe**, your team manually creates a contact record in **HubSpot** and a channel in **Slack**. This repetitive process wastes time and is prone to human error. #### Solution Build a multi-tool intelligent workflow in Postman Flows. The agent connects your Stripe, HubSpot, and Slack integrations into a single automated pipeline that triggers on new subscription events — no manual steps required. #### Example prompt ```txt title="Automate customer onboarding" wordWrap Create an intelligent workflow using Flows that automatically creates a HubSpot contact and sends a Slack message whenever a new Stripe subscription is detected. ``` *** ### Broken documentation refresh #### Problem Your API has evolved but your public documentation is six months out of date. Support ticket volumes are climbing because developers are working from stale examples and dated schemas. #### Solution Use the Documentation Generator to sync your documentation with your actual test results and schemas. The agent produces comprehensive, up-to-date API docs complete with real-world examples and an interactive "try it out" guide for your users. #### Example prompt ```txt title="Broken documentation refresh" wordWrap Analyze my latest test results and schemas to generate comprehensive API documentation with real-time examples and a "try-it-out" interactive guide. ``` *** ### Load testing with production data #### Problem You know the API works for a single user in isolation, but you have no idea whether it will hold up when 1,000 users simultaneously upload different CSV data sets. Performance bottlenecks only reveal themselves under load. #### Solution Build a data-driven load test powered by your actual CSV data. The agent sets up parameterized test scenarios for different user roles, runs them at scale, and generates a performance report that pinpoints bottlenecks before they reach production. #### Example prompt ```txt title="Load testing with production data" wordWrap Set up data-driven tests using my CSV file, create test scenarios for different user roles, and generate a performance report to identify bottlenecks. ``` *** ### Cloud-native pipeline builder #### Problem You have working application code, but you're struggling to write the `Dockerfile` and YAML manifests needed to deploy it to a **Kubernetes** cluster. Setting up CI/CD pipelines from scratch is complex and time-intensive. #### Solution Use the agent to generate your DevOps infrastructure. This includes Docker configuration, Kubernetes deployment manifests, CI/CD workflow files, and Infrastructure as Code (IaC) templates — everything you need to go from code to cloud. #### Example prompt ```txt title="Cloud-native pipeline builder" wordWrap Generate a complete DevOps pipeline for this API including Docker, Kubernetes, CI/CD workflows, and Infrastructure as Code templates. ```