diff --git a/packages/api/src/llm/fo-blog-pipeline.ts b/packages/api/src/llm/fo-blog-pipeline.ts
index 34985b2..640ef1d 100644
--- a/packages/api/src/llm/fo-blog-pipeline.ts
+++ b/packages/api/src/llm/fo-blog-pipeline.ts
@@ -364,20 +364,6 @@ Context data from Flexoptix database (verified — use exactly as provided):
 Outline:
 {{OUTLINE}}`;
 
-CONTEXT DATA RULES (read before writing a single word):
-The context below contains REAL data from the Flexoptix product database.
-- Lines starting with [PRODUCT] = real products. Use their exact names, form factors, speeds.
-- Lines starting with [VERIFIED PRICE] = real prices observed in our DB. You MAY cite these.
-- Lines with [NO VERIFIED PRICE IN DB] = no price data exists. Write "see flexoptix.net for current pricing" — NEVER invent a number.
-- Lines with [NO PRODUCT DATA AVAILABLE] = DB returned nothing. Use technology class names only.
-- ANY price, part number, or product name you write that is NOT in the context below is an invention. Inventions are HARD FAILS in QA.
-
-Outline:
-{{OUTLINE}}
-
-Context data from Flexoptix database (verified — use exactly as provided):
-{{CONTEXT_DATA}}`;
-
 // ═══════════════════════════════════════════════════════
 // STEP 5: REALITY INJECTION
 // ═══════════════════════════════════════════════════════