Priya Rajan

Answered How do you handle a model that refuses a legitimate security question?

One thing not mentioned yet: log the full prompt and the full response, not a summary, and keep them long enough to debug with. Almost every "the model got worse" report I have chased turned out to be an input change nobody noticed — a template that started rendering an empty section, a retrieval step returning nothing. You cannot debug what you did not record, and sampled logs always miss the interesting case.

Shared a bide Blister-Pack Action Figure of Yourself With Custom Accessories

Create a boxed collectible action figure of yourself from one photo: blister pack, printed card, your name and accessories that say what you do.

Asked a question Streaming responses: how do you validate a schema you have not finished receiving?

We stream to the UI for perceived speed but we also need to validate against a schema, which requires the whole object. Right now we render optimistically and occasionally have to retract. Partial JSON parsers, or a different UI pattern entirely?