Are You Using Coding Agents Like Slot Machines? Better Workflow Patterns (2026)

Are You Using Coding Agents Like Slot Machines? Better Workflow Patterns (2026)

I’ve been running coding agents daily since Claude Code launched, and somewhere around month three I ran a simple experiment that changed how I think about these tools. I took the same bug — a null-pointer dereference in a Django view — and asked the same agent (Claude Code, default settings) to fix it. Ten times. Same prompt, same repo, same model. Six out of ten runs produced a correct fix. The other four produced code that either didn’t compile or fixed the wrong thing. And the patch sizes for the successful runs varied by 6.4x — from 410 bytes to 2,607 bytes. Same bug. Same agent. Same prompt. Completely different output every time. ...

July 14, 2026 · 13 min · baeseokjae