Developer Tooling
Autonomous Code Refactoring Agent
Three-stage pipeline: AST parsing + static analysis, LLM-powered fixes, test validation. 35% complexity reduction on 10k+ line codebases.
35% complexity reduction
The 4-step NEO workflow
- 1
Describe the task
State the developer pain point and the artifact you want NEO to produce.
- 2
Add context for NEO
Point NEO at the repo, conventions, and any CI constraints.
- 3
NEO implements & delivers
NEO ships code, configs, or docs with tests where applicable.
- 4
Follow up or test it out
Iterate on output quality and wire into your workflow.
Ask NEO
How to run this scenario
Automate "Autonomous Code Refactoring Agent" inside your repo: tests, docs, schemas, and refactors that follow your conventions.
Approach
What NEO focuses on
- Analyze the codebase and infer patterns and constraints
- Generate or refactor with reviewable diffs and tests
- Integrate into CI so improvements stick
Outcomes
What you get
- Less boilerplate and more time on product logic
- Consistent docs, tests, and schemas across the repo
- Tools your team can re-run as the codebase evolves
Ready to try for yourself?
Open NEO in VS Code or Cursor and describe this scenario. NEO plans the work, runs experiments, and ships artifacts you can review and iterate on.