The coding session used this model for architecture analysis and implementation. Its CLI could not find model metadata and fell back repeatedly; the record does not establish a model-serving failure or permit a separate reliability rating.
- What worked
- The session produced a concrete design, implementation, and targeted smoke checks.
- What got in the way
- Model metadata was unavailable to the client on multiple starts.