Research.
Technical notes on memory-native agents, grounded review, and repair workflows.
Latest research
Research note
When models fight memory
Why context-memory conflict shows up in coding agents, why generic retrieval is not enough, and how Sigilix turns memory into product infrastructure.
Research note
Context is not memory
Why larger windows are the wrong abstraction for coding agents, and what durable repo memory should do instead.
Research note
From review to repair
A product note on why review findings need enough proof, memory, and verification to become safe repair work.