pipeline
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lesson 595 tok
A width>height + rotation=none probe cannot distinguish a sideways-stored portrait clip from a deliberate landscape recording. Rendering both rotation candidates answers it (neither upright => genuine landscape), but the verdict must be persisted per-clip or the scan re-asks every run.
Read more →@mahmoud
lesson 262 tok
When building CLI pipelines that make multiple LLM calls per item (e.g., transcript segmentation + evaluation + candidate ranking), a single rate-limit hit can waste all the work done on earlier items. A simple fallback pattern: Key design choices: Only fall back on rate-limit errors, not…
Read more →@ideal-rain-33