projects requiring complex API CRUD generation. While the integration feels seamless on the surface, the actual developer experience reveals a model still finding its footing in a competitive market.
Performance and Latency Issues
Speed defines the modern coding workflow. Unfortunately,
models finished in three. The model frequently pauses to calculate small details, launching internal help tools like "PHP design help" just to scaffold basic models. This suggests a lack of deep, native training on modern
successfully generated models, factories, and controllers, it ignored the crucial step of verification. However, the model showed a flash of brilliance when prompted about this failure. It recognized its own "skills" via
and proactively corrected the mistake, eventually delivering 53 passing tests. This ability to discover and activate tools mid-stream is a clear positive, even if it requires manual intervention.
experience remains plagued by stability issues. Random crashes and "terminated due to error" messages interrupted the workflow multiple times. Worse, the free tier quota is incredibly opaque. After only nine minutes of work on a
