Blog
May 26, 2026
Your dashboards are green. Your footage is unusable. Conventional tools measure infrastructure. For multi-modal pipelines, that tells you the system is running — not whether what you captured or generated was any good.
May 19, 2026
When something is wrong across 50,000 hours of footage, individual clip review doesn't scale. The problem isn't your workflow — it's that you're missing the data structure that turns individual failures into system patterns.
May 12, 2026
Piping media into Claude and asking it to diagnose failures is a reasonable workaround. It is not a solution. When your debugging workflow requires an LLM to produce a diagnosis, your observability layer isn't doing its job.