Vibe Code Cleanup · AI Adoption Workshops
Built it with Lovable, Bolt.new, v0, Replit, or Cursor? I'm Caleb King, an engineer with 15 years in tech, including leading engineering teams at Forbes. I'll review your AI-built app, fix what's broken, and get it ready for real users.
Also: AI adoption workshops, in person or remote.
01 The demo works
AI builders are great at getting an app on screen. Underneath, there's often a secret key in the browser, an API anyone can call, errors nobody handles, and a layout that falls apart on a phone.
02 The review
Secrets move server-side. Every route checks who's asking. Errors get handled. The UI gets cleaned up and made responsive. Then I walk you through what changed, in plain English.
Everything Vibe Code Cleanup covers03 Official
Secure, stable, and yours. Every app is different, so pricing is by email: send your app link, the tool you used, and what's broken.
Services
Pricing for both is by email.
01 · AI slop cleanup
Your vibe-coded app, reviewed, fixed, and made official by an experienced engineer.
02 · In person or remote
Hands-on AI adoption workshops for teams, in person or remote.
How it works
01
Send your app link or repo, the tool you used, and what's wrong. Use the pre-filled email.
02
I look at what you've built and reply by email with what needs fixing and the price.
03
I fix it, then walk you through what changed so you can launch and keep building with confidence.
Who does the work
I'm Caleb King, an engineer with 15 years in tech, including leading engineering teams at Forbes. Every review, fix, and workshop is mine.
I build with AI every day, too. People In Tech is my company, and I ship my own apps under it: Coachh, SafetyKit, and CreatorBase.
Yes. Vibe Code Cleanup (also called AI slop cleanup) is for apps built with AI tools, including Lovable, Bolt.new, v0, Replit, Cursor, Windsurf, Claude Code, and Base44. Caleb reviews the code, fixes what's broken or risky, and gets it ready for real users.
Every app is different, so pricing is by email. Send your app link or repo, the tool you used, and what's wrong to hello@peopleintech.io, and you'll get a reply with what needs fixing and the price.
Caleb King, an engineer with 15 years in tech, including leading engineering teams at Forbes. You work with him directly, not with an agency.
Usually not. The first step is a review to see what's worth keeping. If part of the app needs rebuilding, you'll hear why before any work starts.
Where AI fits in your team's work, how AI tools and coding assistants work, prompting that gets reliable results, reviewing AI-generated work, automating everyday workflows, and using AI safely. Topics are tailored to your team.
Either. Caleb hosts workshops in person or remotely; tell him your location and format in the email.
Pricing depends on your group, format, and goals, so it's by email. Send your team size, who's attending, in person or remote, and the topics you care about to hello@peopleintech.io.
Pricing is by email. Send your app link or repo, the tool you used, and what's wrong, and I'll reply with what needs fixing and the price.
Or write to hello@peopleintech.io
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