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Steve Jefferson

Steve Jefferson

Developer Advocate

Steve builds something with Swarmz every week and writes up what worked, what broke, and what he'd do differently. Tutorials and hands-on guides are his lane.

Articles by Steve Jefferson

What Is a CORS Error and How to Fix It in an AI-Built App

What Is a CORS Error and How to Fix It in an AI-Built App

October 2, 2026

What Is a Passkey? A Plain Guide for App Builders

What Is a Passkey? A Plain Guide for App Builders

October 2, 2026

How to Check if Your AI-Built App Exposes User Data

How to Check if Your AI-Built App Exposes User Data

October 2, 2026

Stop Two Users Overwriting Each Other's Edits

Stop Two Users Overwriting Each Other's Edits

October 2, 2026

Customer Sent a Photo Instead of Details?

Customer Sent a Photo Instead of Details?

October 2, 2026

Turn a Long Email Thread Into a Decision With AI

Turn a Long Email Thread Into a Decision With AI

October 2, 2026

How to Optimize Images in an AI-Built App

How to Optimize Images in an AI-Built App

October 1, 2026

How to Ask AI to Write the Prompt for You

How to Ask AI to Write the Prompt for You

October 1, 2026

How to Use AI to Read Receipts and Invoices

How to Use AI to Read Receipts and Invoices

October 1, 2026

How to Stream an AI Response in an App

How to Stream an AI Response in an App

October 1, 2026

Does Role Prompting Work? A Three-Prompt Test

Does Role Prompting Work? A Three-Prompt Test

October 1, 2026

Prompt AI With a Worked Example, Not Rules

Prompt AI With a Worked Example, Not Rules

October 1, 2026

Stop an AI Receptionist Double Booking Slots

Stop an AI Receptionist Double Booking Slots

October 1, 2026

When AI Quotes a Customer the Wrong Price

When AI Quotes a Customer the Wrong Price

October 1, 2026

How to Set a Confidence Threshold for an AI Classifier

How to Set a Confidence Threshold for an AI Classifier

September 30, 2026

How to Set a Budget Cap on an AI Coding Agent

How to Set a Budget Cap on an AI Coding Agent

September 30, 2026

How to Get AI to Flag What It's Unsure About

How to Get AI to Flag What It's Unsure About

September 30, 2026

How to Write a Goal for an AI Agent

How to Write a Goal for an AI Agent

September 30, 2026

How to Plan Around an Unreleased AI Model

How to Plan Around an Unreleased AI Model

September 29, 2026

How to Prompt AI to Stay in Character in Long Conversations

How to Prompt AI to Stay in Character in Long Conversations

September 25, 2026

Why an AI Agent Loses Track During a Long Task

Why an AI Agent Loses Track During a Long Task

September 25, 2026

What to Do When an AI Coding Agent Says It's Done

What to Do When an AI Coding Agent Says It's Done

September 25, 2026

Prompt AI With an Example of What You Don't Want

Prompt AI With an Example of What You Don't Want

September 25, 2026

How to Prompt AI to Give a Shorter Answer

How to Prompt AI to Give a Shorter Answer

September 25, 2026

How to Add Saved Views and Filters to an AI-Built App

How to Add Saved Views and Filters to an AI-Built App

September 24, 2026

How to Add a Print Invoice Feature to an AI-Built App

How to Add a Print Invoice Feature to an AI-Built App

September 24, 2026

How to Prompt AI to Find a Business Plan's Blind Spot

How to Prompt AI to Find a Business Plan's Blind Spot

September 24, 2026

How to Prompt AI to Disagree With You, Not Just Agree

How to Prompt AI to Disagree With You, Not Just Agree

September 24, 2026

How to Limit What an AI Agent Can Reach on Your Network

How to Limit What an AI Agent Can Reach on Your Network

September 24, 2026

How to Prompt AI to Write Meeting Agendas

How to Prompt AI to Write Meeting Agendas

September 23, 2026

How to Prompt AI to Write a Case Study

How to Prompt AI to Write a Case Study

September 23, 2026

How to Add Multi-Currency Support to an AI-Built App

How to Add Multi-Currency Support to an AI-Built App

September 23, 2026

How to Add a Loyalty Points System to an AI-Built App

How to Add a Loyalty Points System to an AI-Built App

September 23, 2026

How to Add a Booking Deposit and Cancellation Fee

How to Add a Booking Deposit and Cancellation Fee

September 23, 2026

How to Prompt AI for a Weekly Status Report

How to Prompt AI for a Weekly Status Report

September 23, 2026

Get an AI Coding Agent to Update the Docs

Get an AI Coding Agent to Update the Docs

September 23, 2026

How to Add Maintenance Mode to an AI-Built App

How to Add Maintenance Mode to an AI-Built App

September 23, 2026

How to Prompt AI to Write Test Cases That Matter

How to Prompt AI to Write Test Cases That Matter

September 22, 2026

How to Add SCIM Provisioning to an AI-Built App

How to Add SCIM Provisioning to an AI-Built App

September 22, 2026

How to Add Usage-Based Billing to an AI-Built App

How to Add Usage-Based Billing to an AI-Built App

September 22, 2026

How to Add Content Moderation to an AI-Built App

How to Add Content Moderation to an AI-Built App

September 22, 2026

How to Prompt AI to Write a Handover Document

How to Prompt AI to Write a Handover Document

September 22, 2026

How to Let Users Bring Their Own API Key

How to Let Users Bring Their Own API Key

September 22, 2026

How to Add a Bulk Import Feature to an AI-Built App

How to Add a Bulk Import Feature to an AI-Built App

September 21, 2026

How to Add Role-Based Access Control to an AI-Built App

How to Add Role-Based Access Control to an AI-Built App

September 21, 2026

How to Prompt AI to Write a Risk Register That Isn't Generic

How to Prompt AI to Write a Risk Register That Isn't Generic

September 21, 2026

How to Prompt AI for a SWOT Analysis That Isn't Generic

How to Prompt AI for a SWOT Analysis That Isn't Generic

September 21, 2026

How to Prompt an AI Coding Agent to Fix a Memory Leak

How to Prompt an AI Coding Agent to Fix a Memory Leak

September 21, 2026

How to Roll Out an AI Feature Safely

How to Roll Out an AI Feature Safely

September 21, 2026

How to Add Image Generation to an AI-Built App

How to Add Image Generation to an AI-Built App

September 21, 2026

How to Prompt AI to Audit Your Dependencies

How to Prompt AI to Audit Your Dependencies

September 21, 2026

How to Add CSV Export to an AI-Built App

How to Add CSV Export to an AI-Built App

September 20, 2026

How to Use AI to Handle Overbooked Appointments

How to Use AI to Handle Overbooked Appointments

September 20, 2026

How to Add Multi-Tenant Support to an AI-Built App

How to Add Multi-Tenant Support to an AI-Built App

September 20, 2026

How to Handle Failed Payments in an AI-Built App

How to Handle Failed Payments in an AI-Built App

September 20, 2026

How to Use AI to Forecast Cash Flow for Your Business

How to Use AI to Forecast Cash Flow for Your Business

September 20, 2026

How to Prompt AI to Turn Notes Into a Study Guide

How to Prompt AI to Turn Notes Into a Study Guide

September 20, 2026

How to Get an AI Coding Agent to Explain a Stack Trace

How to Get an AI Coding Agent to Explain a Stack Trace

September 20, 2026

How to Prompt AI to Negotiate a Lower Price With a Vendor

How to Prompt AI to Negotiate a Lower Price With a Vendor

September 20, 2026

How to Add Keyboard Shortcuts to an AI-Built App

How to Add Keyboard Shortcuts to an AI-Built App

September 19, 2026