Blog

Writing on agents, video, and APIs

Notes from the team on shipping reliable YouTube data for LLMs, workflows, and production apps.

March 20, 20265 min read
Why we built Stophy: YouTube data for AI agents
Agents need reliable text and structure—not brittle scrapers. Here is how we think about video URLs, transcripts, and JSON APIs.
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March 12, 20267 min read
Structuring transcripts for RAG and tools
Segment-level text, metadata, and IDs—what to send to your vector store vs. what to keep in your app state.
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February 28, 20264 min read
From demo to production: keys, usage, and billing
How to go from the first successful request to monitoring credits and shipping with confidence.
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