Vibe Coding Cleanup

Noqta Team
By Noqta Team ·

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What this service is

Cleanup is a focused refactor for AI systems that grew too fast. We simplify prompts, isolate tools, and add structure so your team can maintain and extend the system without fear.

Who it is for

  • Teams with a working AI feature that is hard to maintain
  • Products with tangled prompts, tools, and workflows
  • Startups preparing to scale or hand off to new engineers

Use cases

  • Split a monolithic agent into smaller, reliable modules
  • Add tests for prompt outputs or tool usage
  • Simplify data flow and reduce token costs

Our offer

  • Code and prompt refactor plan
  • Cleanup and documentation pass
  • Performance and reliability improvements

Recommendation

Do cleanup before scaling usage or adding more agents. It saves cost and reduces bugs.

Quick Task (starts after confirmation)

If cleanup is small and under an hour, we can start as a Quick Task.

Start a Quick Task: Go to Pricing

Acceptable tasks without confirmation (≤ 1 hour)

Any related work that can be done within an hour.

  • Rename and reorganize prompt files
  • Fix a small agent loop
  • Remove unused tools or functions
  • Improve logging or error handling
  • Clean a single script/module

Want a cleaner AI codebase?

Let's discuss your requirements and how we can assist you.

Quick 15-minute chat to get started.


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