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Rocket Money on building agents that fix their own code

Rocket Money Qa — Read the Q&A to see how they build on the Claude Platform. Q&A | Claude Rocket Money on building agents that fix their own code Try Claude Case Study: Rocket Money Read how Rocket Money built its personal finance agent with Claude. Aaron Dignan, Rocket Money: The way I think about it, over time, technology brings to everyone what used to be exclusive to the 1%. Take an Uber or a Waymo, and you’re doing what was reserved for a celebrity 20 years ago.

Agent or tool
Claude
Topic
Software Development
Reported on
Case study (Anthropic)
Added
2026-11-11

Why it matters

Coding agents are moving from autocomplete to doing whole tasks: reading a codebase, making a plan and changing many files. This case is a concrete example of where that works in practice. It is one of 221 sightings filed under Software Development on Agent Sightings (number 3 by interest), and one of 213 involving Claude.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Claude or any similar agent and adjust the details to your situation.

I want a coding agent to plan first, work on a branch, and show me the diff before anything is merged. The tool in the source case was Claude.

Saved

Tip: Work on a fresh branch, ask for a plan before edits, and review the diff and test results before merging.

Source

Read the original first-hand account on Case study (Anthropic): https://claude.com/customers/rocket-money-qa. Our summary is a paraphrase; details are in the source.

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