diff --git a/AGENTS.md b/AGENTS.md
index b661840..21b0af7 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -103,7 +103,11 @@ Read this before relying on any subsystem:
   autoload, graceful CLI failures), but the **live DB + HTTP round-trip is UNVERIFIED**
   (never run on a served instance with a real database).
 - ⚠️ **Content pipeline** — prompts/scripts are **still niche-specific** (Medellín
-  restaurants); genericize them to `config.site.*` before use.
+  restaurants) AND the whole pipeline is **JSON-file-based** (`config.json`, `calendar.json`,
+  the `*-queue`/`*-scan` files, `state/`, `drafts/`). It is **slated for a DB-managed
+  rewrite** (that state moves into MySQL via the `/api` backend). **Do NOT invest in
+  genericizing the current JSON pipeline** — genericize the prompts as part of the DB
+  rewrite. Treat the pipeline as niche-specific placeholder scaffolding until then.
 
 ## Guardrails