diff --git a/AGENTS.md b/AGENTS.md
index bed11163a..54d93259d 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -110,6 +110,6 @@ When modifying MCP functionality, changes typically need to be applied across al
 ## Critical Patterns
 
 - Never use bare `except` - be specific with exception types
-- File sizes enforced by [loq](https://github.com/jlowin/loq). Edit `loq.toml` to raise limits; `loq baseline` to ratchet down.
+- File sizes enforced by [loq](https://github.com/jakekaplan/loq). Edit `loq.toml` to raise limits; `loq baseline` to ratchet down.
 - Always `uv sync` first when debugging build issues
 - Default test timeout is 5s - optimize or mark as integration tests