Turn promising changes into measurable progress.
Remyx finds promising changes, builds review-ready code, and measures results. Each result guides where your team invests time and compute next.
See the case study ↗Start with your team’s goals, metrics and work so far.
Find candidate changes that fit those priorities.
Test the change. Keep the result. Use it to guide the next decision.
Remyx-assisted contributions have merged into Hugging Face PEFT, timm, and SAELens. Explore the code and maintainer reviews.
Your roadmap has goals to hit. Each proposed change needs to fit the requirements, work in your codebase and be measured against the metrics that matter.
New options show up every week, but only a few can be tried well.
Someone still has to wire in the change, define the bar, run the test and interpret the result.
What was tried, what passed, what failed and why often end up scattered across PRs, notebooks and memory.
Remyx works in your repositories and with your existing tooling. Your team reviews the work and decides what ships.
Uses your brief and repo context to match candidate changes to your priorities, then drafts the code and tests for review.
Explore Outrider ↗Proposes a test for your pull request. Approve the plan, run the comparison, and inspect the evidence and cost.
Explore Validate ↗Keep each change, result and decision together. That record gives the next recommendation more context.
Remyx-assisted code merged upstream.
Remyx-assisted contributions have merged after maintainer review. Bring a goal from your roadmap and follow the work from a proposed change to review-ready code and measured evidence.
Remyx-assisted methods featured in PEFT v0.21.0.
Keep your repository, coding agents, tests and evaluation assets. Remyx sits across that stack to find changes, draft code, measure results and keep the decision record together.
Run the open-source GitHub Action
remyxai outrider init --repo owner/name --auto-interest
Setup guide
Start with a pull request or a goal your team wants to work toward.