diff --git a/clp_hedger.py b/clp_hedger.py
index 70e11fb..1b6ecba 100644
--- a/clp_hedger.py
+++ b/clp_hedger.py
@@ -337,6 +337,10 @@ class ScalperHedger:
         self.accumulated_pnl = Decimal("0.0")
         self.accumulated_fees = Decimal("0.0")
         
+        # Logging Rate Limiting
+        self.last_idle_log_time = 0
+        self.last_pending_log_time = 0
+        
         # Order Tracking
         self.original_order_side = None
 
@@ -505,12 +509,15 @@ class ScalperHedger:
         
         # Dynamic Buffer logic (Simplified for Decimal)
         # Using base buffer for now, can be enhanced
-        if pct_diff > PRICE_BUFFER_PCT:
-            logger.info(f"Price moved {pct_diff*100:.3f}% > {PRICE_BUFFER_PCT*100:.3f}%. Cancelling {oid}.")
+        if pct_diff > dynamic_buffer:
+            logger.info(f"Price moved {pct_diff*100:.3f}% > {dynamic_buffer*100:.3f}%. Cancelling {oid}.")
             self.cancel_order(COIN_SYMBOL, oid)
             return False 
             
-        logger.info(f"Order {oid} within range ({pct_diff*100:.3f}%). Waiting.")
+        if time.time() - self.last_pending_log_time > 10:
+            logger.info(f"Order {oid} within range ({pct_diff*100:.3f}% < {dynamic_buffer*100:.3f}%). Waiting.")
+            self.last_pending_log_time = time.time()
+            
         return True
 
     def track_fills_and_pnl(self, force: bool = False):
@@ -689,9 +696,13 @@ class ScalperHedger:
                             self.last_trade_time = time.time()
                             self.track_fills_and_pnl(force=True)
                     else:
-                        logger.info(f"[WAIT] Cooldown. Diff: {diff_abs:.4f}")
+                        if time.time() - self.last_idle_log_time > 30:
+                            logger.info(f"[WAIT] Cooldown. Diff: {diff_abs:.4f}")
+                            self.last_idle_log_time = time.time()
                 else:
-                    logger.info(f"[IDLE] Px: {price:.2f} | Diff: {diff_abs:.4f} < {rebalance_threshold:.4f} | PnL: {current_pnl:.2f}")
+                    if time.time() - self.last_idle_log_time > 30:
+                        logger.info(f"[IDLE] Px: {price:.2f} | Diff: {diff_abs:.4f} < {rebalance_threshold:.4f} | PnL: {current_pnl:.2f}")
+                        self.last_idle_log_time = time.time()
 
                 self.track_fills_and_pnl()
                 time.sleep(CHECK_INTERVAL)