RuntimeFix

README excerpt

# 🛠️ RuntimeFix

### The debugger-aware bug-fixing agent that actually sees what broke.

---

## 💡 The pitch in one line

> Every AI bug-fix tool reads the **text** of your stacktrace and guesses.
> **RuntimeFix reads the stacktrace *and the actual variable values* at the moment of failure.**

That's the difference between "maybe add a type check?" and a precise,
reproducible fix with a regression test attached.

## 🩸 Why this matters

Debugging is where developer hours go to die. Most production bugs
aren't in the logic you wrote — they're in the *data* you didn't expect.
Polymorphic payloads, schema drift, one poisoned record in a batch of
10,000. The stacktrace points at a line. It does not tell you **which
input shape** caused it.

Every existing AI tool — Sentry Autofix, Junie, Copilot, Cursor — gets
the same information a human gets from `traceback.print_exc()`. They're
all playing the same limited-information game. RuntimeFix changes it. 🎲→🎯

## ⚙️ How it works

```
┌──────────────────────────┐
│   Your Python app 💥     │
└────────────┬─────────────┘
             │ raises
             ▼
┌──────────────────────────┐
│ 📸  Runtime snapshot     │   • Walk the traceback
│                          │   • Snapshot every frame's locals
│                          │   • Type-annotated, bounded serialization
└────────────┬─────────────┘
             │
             ▼
┌──────────────────────────┐
│ 🧠  LLM (any provider)   │   Prompt = stacktrace + runtime values +
│