The Feather Blog

Insights, tutorials, and updates from the team building the future of vector search.

Engineering

How agents can use filesystems for context engineering

One way to view the job of a modern day agent engineer is through the lens of context engineering. Agents generally have access to a lot of context (all support docs, all code files, etc). In order to answer an incoming question, the agent needs some important context.

Nick HuangNov 24, 2025 · 8 min read
Product

Introducing Feather Cloud: Serverless Vector Search

Today we are launching Feather Cloud, the easiest way to deploy and scale your vector search infrastructure without managing servers.

Sarah ChenNov 20, 2025 · 3 min read
Tutorial

Building Performant RAG Pipelines with SQLite

Learn how to optimize your Retrieval Augmented Generation pipelines using SQLite and vector extensions for sub-millisecond latency.

David MillerNov 15, 2025 · 7 min read
Research

The Future of Local AI: Why Edge Vectors Matter

As AI models get smaller and more efficient, running vector search on the edge becomes critical for privacy and speed.

Alex RiveraNov 10, 2025 · 6 min read