sergeyk

Superconductor App Development Guide for AI SWE Agents

This is a Rails 8 app, using Tailwind for CSS (with DaisyUI), Slim for HTML templates, Phlex for view components, Stimulus for JavaScript, and Turbo for streaming updates. It runs using docker-compose, which we manage with dip.

Read more about the purpose and business logic of the app in @README.md

Initial Setup (already done)

Before you started, the following two commands were already run for you: bin/setup set everything up, and bin/dev started the web app.

willccbb

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
"""
citation:

@misc{brown2025grpodemo,
  title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
  author={Brown, William},