diff --git a/ai/ai.yaml b/ai/ai.yaml
index e501f4b..ed9fa52 100644
--- a/ai/ai.yaml
+++ b/ai/ai.yaml
@@ -1,14 +1,3 @@
-# NOTE: litellm's AWS/DB/master-key secrets, open-webui's secret key/DB URL,
-# and the OAuth client secret are provisioned into ai/ai.env at deploy time
-# from Woodpecker secrets (see PRs #4, #6, #7) -- not committed here.
-# MCPO_API_KEY (used by mcpo and mcpo-critical) is NOT yet migrated; it
-# remains manually managed in ai/ai.env by design (see PR #4 discussion).
-#
-# 2026-08-26: redeploy trigger following PR #8 ($$ double-interpolation
-# escaping fix) and PR #9 (deploy/ folder exclusion). This comment-only
-# change forces litellm/open-webui to pick up correctly-escaped secret
-# values -- LITELLM_MASTER_KEY/LITELLM_SALT_KEY were previously truncated
-# at their first literal '$' due to envsubst+Compose double interpolation.
 services:
   open-webui:
     image: ghcr.io/open-webui/open-webui:0.11.1