Blog·Author

Naman Bansal.

Writer and editor at Supermemory. Covering AI memory, context engineering, and the future of intelligent systems for developers and builders.

  1. Never Record Again: How Montra Uses Supermemory to Rethink Video CreationCampbell Baron, the founder of Montra, has been making videos since he was twelve. By thirteen, he was already doing brand work. Today, he’s betting on a very different future for creators: a world where recording is the exception, and most videos are generated from scratch.Case Study
  2. Build a Web Search Assistant with Persistent MemoryCombine web results and scoped user memory in a search assistant. Keep citations, credentials, writes and retrieval failures explicit.Learning
  3. Build a Google Drive Contract Assistant with SupermemoryConnect selected Google Drive documents, verify processing readiness and retrieve scoped evidence for a contract-review assistant.Learning
  4. Working Beyond an LLM Context Window — Compression and RetrievalUse compression and selective retrieval to work with more information than fits in one request. Measure what is lost and preserve routes back to original evidence.Learning
  5. How to Reduce LLM Costs Without Losing Useful AnswersSeparate context selection, provider caching, output limits, model choice and application caching. Measure savings against answer quality.Learning