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Bay open Walk-ins welcome
Try Jaikey Pull into the bay

The AI Mechanic

AI builds it.
Jaikey makes sure it’s ready.

Diagnose and repair prompts, agents, and workflows—before a small issue becomes a launch problem.

Built for people building with AI—not software engineers.

Most AI tools create. Jaikey fixes what they create.

Try Jaikey Pull into the bay See the example n8n before → after
Jaikey shop mascot — robot mechanic

The bay in action

Broken in. Production-ready out.

Jaikey inspects your workflow, finds hidden failures, repairs them, and returns a production-ready version.

Same bay for prompts, agents, multi-agent systems, and workflows. Switch the example:

Example: n8n workflow repair · Inbound Lead

Health score 41/100 Reliability 32%
Health score 96/100 Reliability 98%
Nodes 5 → 11 Not a patch — an upgrade
Came in · broken 5 nodes

Inbound Lead · v0

n8n · happy path only · fails under load

Editor · Inbound Lead ⚠ Errors · unstable
Webhook Form Submit
⚠ No validation
⚠ Missing node Consent / email gate — not on canvas
HTTP Request Enrich Company
❌ Auth failed ⚠ Retry disabled
Set score = hot
Always true
⚠ Duplicate branch
HubSpot Create Contact
HubSpot Create Contact
Gmail Email Sales
❌ No owner · no DLQ
Diagnose
Repair
Verify

Jaikey

Left bay · fixed 11 nodes

Inbound Lead · v1

n8n · production path · monitored

  • + Error handling
  • + Retry logic
  • + Validation
  • + Branching
  • + Monitoring
Editor · Inbound Lead Active · production
Webhook Form Submit
key = email+form_id
IF Email + consent?
false
Set Reject + Stop
true
HTTP Request Enrich Company
retry 2× · continue on fail
Code Score by size
rules, not always hot
HubSpot Upsert Contact
idempotent
IF Enterprise?
yes
Slack #enterprise
Gmail Owner email
no
Gmail Owner email

What the bay delivers

  • Inspection report of hidden failures — not a vague “looks fine”
  • Repaired version you approve before it goes live
  • Upgrade traits: validation, retries, branching, error paths, monitoring
  • Works on prompts, agents, multi-agent systems, and workflows

Pull your AI into the bay.

Try Jaikey Get your repair receipt

Works with workflows & agents from

  • n8n
  • Make
  • Zapier
  • ChatGPT
  • Claude
  • Cursor
  • Grok

How the bay works

Four steps. Same as a real shop.
1

Pull into the bay

Drop in a prompt, agent, multi-agent system, or workflow.

2

Diagnose

Evidence-based inspection—not blind rewrites.

3

Fix

You approve. Get a repaired version you can paste back in.

4

Explain

Short change log: what was wrong and what changed.

Can I trust it?

Second opinion — not blind faith

You approve repairs

Diagnose first. Nothing auto-applies to your live systems.

See what changed

Every job includes a plain-language change log.

Not a test replacement

Part of your process—not the final authority. Still validate before ship.

FAQ · Privacy · Full story

★★★★★

“Jaikey found three issues I completely missed.”

Early bay tester · prompt + agent repair

Pick your lane

Different jobs. Different bays.

Free

Prompt Repair

For ChatGPT & prompt users

  • Unlimited prompt tune-ups on the web
  • Fixed prompt + condition scores
  • No card required
Start free

Pro · $30/mo

Full Bay

For builders shipping agents & workflows

  • Unlimited diagnostics
  • Agents, multi-agent, workflows, PRDs
  • Full report · you approve every fix
  • Desktop optimizer included
Open Full Bay

Why I built Jaikey

How do I know this is actually correct?

I don’t come from a software engineering background. As AI got better at building, I kept asking that question.

Plenty of tools create. Almost none help you diagnose, explain, and fix what they built. So I built the AI mechanic.

Read the full story →

Check-engine light on?

Pull into the bay. Get a diagnosis. Approve the fix. Leave with a working AI.

Try Jaikey