diff --git a/MEV/README.md b/MEV/README.md
index c527ae3..1ad2dbc 100644
--- a/MEV/README.md
+++ b/MEV/README.md
@@ -7,7 +7,7 @@ MEV consists of 4 main categories:
 * arbitrage, 
 * liquidation, 
 * sandwich,  
-* longtail
+* longtail.
 
 <br>
 
@@ -18,11 +18,11 @@ In this repo we explore them further:
 
 * [Basic EVM pre-requisite knowledge](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/EVM_pre-requisite_knowledge.md)
 * [Some examples of profitable MEV cases](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/MEV_in_action.md)
-* [Frontrunner notes](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/frontrunners-notes.md)
-* [Liquidation notes](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/liquidations-notes.md)
-* [Arbitrage notes](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/arbitrage-notes.md)
-* [Sandwiching notes](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/sandwich-tranding-notes.md)
-* [Flashbots notes](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/flashbots.md)
+* [Front-running](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/frontrunners-notes.md)
+* [Liquidation](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/liquidations-notes.md)
+* [Arbitrage](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/arbitrage-notes.md)
+* [Sandwiching](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/sandwich-tranding-notes.md)
+* [Flashbots](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/flashbots.md)
 * [The mempool and MEV](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/the_mempool_and_mev.md)
 * [Terminology](https://github.com/bt3gl-labs/Blockchains-AMMs-and-MEV/blob/main/MEV/terminology.md)