A developer found that Ponytail, a tool making AI agents write minimal code, caused a dangerous race condition that double-charged a customer. Switching to Guardsman, which challenges changes for safe…
A developer switched from the Ponytail AI coding tool to Guardsman after a race condition in Ponytail-optimized code double-charged a customer. Ponytail reduces code volume by ~54% but lacks risk awar…
A developer discovered Guardsman, an open-source AI coding skill by Hedi Manai that refuses to fabricate benchmark numbers. Unlike typical AI coding tools that boast unverifiable metrics, Guardsman as…
A developer warns that AI coding agents' smallest diffs are the most dangerous, as they often skip edge-case handling and testing on sensitive paths like auth or payments. To address this, they built …