diff --git a/MEV_and_trading/stablecoins/Curve.md b/MEV_and_trading/stablecoins/Curve.md
index 9393efc..3fad3d9 100644
--- a/MEV_and_trading/stablecoins/Curve.md
+++ b/MEV_and_trading/stablecoins/Curve.md
@@ -76,5 +76,6 @@
 
 <br>
 
-* [10M Revenue Drain in 5 Months: MEV impact on Curve](https://medium.com/@eigenphi/10m-revenue-drain-in-5-months-mev-impact-on-curve-fd5214a0667)
-* [Curve Stablecoin Paper](https://github.com/curvefi/curve-stablecoin/blob/master/doc/curve-stablecoin.pdf)
+* [curve stablecoin paper](https://github.com/curvefi/curve-stablecoin/blob/master/doc/curve-stablecoin.pdf)
+* [10M revenue drain in 5 months: mev impact on curve](https://medium.com/@eigenphi/10m-revenue-drain-in-5-months-mev-impact-on-curve-fd5214a0667)
+* [cleaning Up of the battlefield of avi and curve](https://mirror.xyz/0xc19565163aFdEe3783FC970E4Bd0275B11848d34/MVIdkzGOWx70ap0uA9Nuh7GHXtO1jGopEaIeAK2coC8)