Stop sending your code to the cloud to find bugs

Nihal — Mon, 16 Mar 2026 12:36:48 +0000

I built FixMySlop to fix this.

**
**
AI tools like Cursor and GitHub Copilot write 40-60% of code
in many teams now. Shipping is faster — but the hidden cost
is real: hardcoded secrets, SQL injection, unsafe pickle,
shell injection, weak hashing. All quietly sitting in your
codebase.

What Is It?

FixMySlop is a free, open-source desktop app that scans your
codebase for security issues, bugs, and AI slop patterns.

Runs 100% locally via Ollama — your code never leaves your machine
No API keys, no subscriptions, no cloud
Combines static analysis (Ruff + Bandit) with local LLM deep analysis
Works on Windows, macOS, Linux

Real Results

On a deliberately bad Python file with 40+ planted issues:

Static only:  42 issues found in 0.8 seconds
Turbo mode:   10 critical issues in 25 seconds  
Deep mode:    44 issues in 16 seconds
Slop Score:   100/100 💀

Issues it caught that static tools missed:

Hardcoded AWS access keys and private RSA keys
Plaintext password comparison (no hashing at all)
Sensitive data leaking through URL parameters
Missing tests across entire classes
Race conditions in threading code

Two Scan Modes

⚡ Turbo — fast, top 10 critical issues, ~25s per file.
Great for daily dev workflow.

🔍 Deep — full analysis, all issues, ~16s per file.
Great for pre-commit or full audits.

Static only — instant, no LLM, great for CI pipelines.

How To Use It

# Install
git clone https://github.com/MrSpideyNihal/FixMySlop
pip install -r requirements.txt
ollama pull qwen2.5-coder:3b

# Turbo scan
python main.py scan ./myproject --mode turbo

# Deep scan  
python main.py scan ./myproject --mode deep

# Launch GUI
python main.py

FixMySlop auto-detects which Ollama models you have —
no manual config needed.

Recommended Models by VRAM

VRAM	Model	Command
4GB	qwen2.5-coder:3b	`ollama pull qwen2.5-coder:3b`
8GB	qwen2.5-coder:7b	`ollama pull qwen2.5-coder:7b`
16GB+	qwen2.5-coder:14b	`ollama pull qwen2.5-coder:14b`

Tech Stack

Python 3.10+
PyQt5 (GUI)
Typer + Rich (CLI)
Ruff + Bandit (static analysis)
OpenAI-compatible API (Ollama backend)
39 tests passing

GitHub

⭐ https://github.com/MrSpideyNihal/FixMySlop

Feedback, issues and PRs welcome.
Still early — lots of room to grow 🚀

DEV Community: Nihal

Just try this