FAQ
Frequently asked questions
Straight answers about the AI mechanic — what it is, who it’s for, and what it repairs.
What is Jaikey?
Jaikey is an AI mechanic that diagnoses and repairs prompts, agents, multi-agent systems, and AI workflows. Instead of only generating new content, it analyzes existing AI systems, identifies problems, and produces a repaired version with a clear explanation of what changed.
Who is Jaikey for?
Anyone building with AI.
Whether you’re using ChatGPT, Claude, Gemini, Grok, Cursor, Lovable, Bolt, n8n, or another AI tool, Jaikey is built for people who want more confidence in what they’re shipping.
You don’t need to be a software engineer.
Isn’t this just another prompt optimizer?
No.
Prompt optimization is only one capability.
Jaikey is designed to diagnose and repair AI artifacts, including prompts, agents, multi-agent systems, and workflows.
If AI built my project, why should I trust another AI to repair it?
You shouldn’t blindly trust any AI.
Jaikey isn’t asking you to.
The goal is to provide a second opinion, explain what’s wrong, show what changed, and help you understand why those changes were made.
Just like a mechanic diagnoses your car before making repairs, Jaikey diagnoses your AI system before suggesting fixes.
Do I need coding experience?
No.
Jaikey was built because I don’t have a traditional software engineering background.
I wanted a tool that could explain what was going wrong instead of simply generating more code.
Does Jaikey replace testing?
No.
Jaikey helps identify and repair problems, but you should still validate your AI systems before deploying them.
Think of it as part of your development process—not the final authority.
What kinds of things can Jaikey repair?
- Prompts
- AI agents
- Multi-agent systems
- AI workflows
- AI pipelines
- System prompts
What makes Jaikey different?
Most AI tools focus on creating.
Jaikey focuses on understanding, diagnosing, and repairing what you’ve already built.
Why did you build it?
Because I kept asking myself the same question:
“If I don’t know how to code, how do I know the AI built this correctly?”
Jaikey is my attempt to answer that question.