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Company / Video AI

Cloudglue and Tinycloud

Cloudglue APIs and Tinycloud agents for turning video collections into searchable, queryable knowledge with replayable evidence.

Cloudglue video retrieval architecture: keyword cache, multimodal search, and re-analysis

My contribution

  • Launched Tinycloud, the first agentic AI harness for orchestrating video work.
  • Leads R&D across video understanding, multimodal retrieval, MCP-enabled workflows, and agentic video intelligence.
  • Turns transcript, OCR, scene, visual, and audio signals into structured context for chat, search, reports, and generated artifacts.

Video AI / Agents / MCP / Retrieval / RAG

Behind the work

All writing

· 8 min read

How to grep video

Why transcripts aren't enough, and how structured representations make video searchable by agents.