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AI slop cleanup

Fix your AI slop.

“Every AI-written fix breaks something else.” AI gets you to a demo fast. Then things break in ways nobody understands. We bring the codebase back under control without starting over.

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In short

DeftPath cleans up AI-generated and “vibe-coded” applications. We review the codebase, fix the bugs and security holes, remove duplicated and dead code, add tests and types, and restructure it so your team — and your AI tools — can keep building on it safely. Every cleanup gets a fixed quote after an initial code review.

It works, reliably

The bugs that keep coming back get fixed at the root.

Safe to change

Tests and types mean new features stop breaking old ones.

No rewrite

We keep what works and fix what doesn’t, so you keep shipping.

What's included

Everything, done for you.

  • 01Codebase review and a clear health report
  • 02Bug, security and data-integrity fixes
  • 03Dead, duplicated and contradictory code removed
  • 04Types, tests and error handling added
  • 05Structure and naming your team can follow
  • 06CI, linting and deploy pipeline set up
  • 07Guidelines so future AI-written code stays clean
How it works
  1. Day 0

    01 Scoping call

    Thirty minutes on the problem, the stack and what “done” looks like. Share read access to the repo, bill or tools if it helps.

  2. After the call

    02 Fixed quote

    A written plan with deliverables, timeline and one fixed price. No hourly meter running in the background.

  3. The engagement

    03 Build & fix

    Small, reviewed pull requests to your repo or accounts, with progress you can see every few days.

  4. Handover

    04 Hand over & support

    Docs, a walkthrough and code you own outright. Optional ongoing support if you want us on call.

Questions

About AI slop cleanup.

What is “AI slop” in code?

Code generated quickly by AI tools without enough review: duplicated logic, inconsistent patterns, hidden bugs, missing error handling and security gaps. It often works in a demo and fails in production.

Do you rewrite the app from scratch?

Rarely. We keep what works, fix what doesn’t, and add the tests and structure that make the codebase safe to keep building on — including with AI tools.

Pairs well with

  • MCP servers & AI apps

    Put your product, data and tools inside Claude and ChatGPT.

  • Custom CRM

    A CRM built around how you sell — flat hosting cost, unlimited seats.

  • Security audits

    Find the holes in your codebase before someone else does.

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Let's find your deft path.

Send your current website or a few lines about your business. We'll reply within a few hours on weekdays — and your preview is on its way.

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