diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9786a34b8..be1dd1e6b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,3 +1,6 @@
+ci:
+    autofix_prs: true
+
 minimum_pre_commit_version: 3.3.0
 default_install_hook_types: [pre-commit, commit-msg]
 
diff --git a/AGENTS.md b/AGENTS.md
index ca40976e3..bb519f33d 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -88,6 +88,7 @@ utilities/                # Shared utility functions
 - Moving fixtures to shared locations
 - Adding new markers to `pytest.ini`
 - Modifying session-scoped fixtures
+- Adding new binaries or system-level dependencies (must also update `Dockerfile` and verify with `make build`)
 
 ### 🚫 Never