SlopOps

I test AI coding tools so you know which models can actually build real apps.

I'm Will. I've spent 10+ years building developer tools from IBM to startups.

SlopOps = DevOps for the AI era.

Every week I run ChatGPT, Claude, Gemini, DeepSeek, Gemma, Llama, Qwen, Copilot, MiniMax and more through the Gironimo Bench — my real-world AI coding benchmark.

Same spec. Full freedom to build. Scored across 10 categories. Ranked on a live leaderboard.

No senior dev required. No API key needed. No machine learning degree necessary.

If you're learning to code, building on a budget, or want honest AI coding reviews that save you time — subscribe.

I show what works, what breaks, and which AI models are actually worth using.

Full results at gironimo.ai