[m_ramdhan]

The "agents as primary user" framing is what makes this stand out from other dashboard-as-code tools. Having agents generate dashboards is one thing, but making those dashboards reviewable and standardized is the actual hard part. Curious about the semantic layer — when an agent modifies a metric definition in semantic/, how does validation work? Does DAC flag downstream widgets that would break, or is it more of a "trust but verify" model where you catch issues at render time?

[karakanb]

Thanks! DAC does that kind of validation partially, although doesn't validate the usage of the downstream dashboards. That's a very nice idea though.

In terms of validation it will validate queries, metric definitions, chart definitions and all ahead of time, before render. That way agents tend to validate their work much quicker.

[seattle_spring]

Is this an AI generated comment? The format follows almost exactly the format of your other comments, down to the location of the em-dash.