Blog
Engineering deep dives, research notes, and product updates.
EngineeringMarch 20, 2026
Introducing Narrative Subsumption
How DeepContext builds living knowledge corpora that evolve with every document you upload.
ResearchMarch 15, 2026
Why RAG Isn't Enough
The limitations of naive retrieval-augmented generation and how multi-projection architecture solves them.
InfrastructureMarch 10, 2026
Sandboxed Search with Firecracker VMs
How we use microVMs to safely run ripgrep, LSP queries, and file operations on your documents.