diff --git a/README.md b/README.md
index 847b9d2..dbee538 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,8 @@
 # ArNS - Arweave Name Token (ANT)
 
-This repository contains the source code used for Arweave Name Tokens used to resolve ArNS names on ar-io gateways. For official documentation on ANT's refer to the [ArNS ANT Docs]. For official documentation on ArNS refer to the [ArNS Docs].
+[![codecov](https://codecov.io/gh/ar-io/ant-pilot/graph/badge.svg?token=X433P2HIH8)](https://codecov.io/gh/ar-io/ant-pilot)
+
+This repository contains the source code used for Arweave Name Tokens used to resolve ArNS names on [AR.IO Gateways]. For official documentation on ANT's refer to the [ArNS ANT Docs]. For official documentation on ArNS refer to the [ArNS Docs].
 
 ## Overview
 
@@ -105,7 +107,7 @@ yarn test
 
 #### AJV
 
-The Arweave Name Token contract uses [AJV] for validating the input data for interactions. The schemas for each is located in [schemas] directory.
+The Arweave Name Token contract uses [AJV] to validate the input data for interactions. The schema for each function is located in the [schemas] directory.
 
 ### Tools
 
@@ -115,7 +117,7 @@ Make sure to update the variables at the top of each tool's `.ts` file, as well
 
 - `yarn ts-node tools/deploy-contract.ts` creates a new ANT with arweave data pointer. Requires a short token ticker, a friendly token name and an Arweave Transaction ID as the data pointer. The state variables can be updated in `initial-state.json` in the root folder of the project.
 - `yarn ts-node tools/remove-record` removes an existing subdomain from the ANT. Requires the subdomain name to be removed and the ANT Smartweave Contract ID.
-- `yarn ts-node tools/transfer` transfers a ANT to another wallet. Requires the recipient target to transfer the ANT to, and the ANT Smartweave Contract ID that is to be transferred.
+- `yarn ts-node tools/transfer` transfers an ANT to another wallet. Requires the recipient target to transfer the ANT to, and the ANT Smartweave Contract ID that is to be transferred.
 - `yarn ts-node tools/set-controller` - adds a controller to the record. Requires the ANT Smartweave Contract ID and the target address to add as a controller. Controllers have the ability to update the ANT records.
 - `yarn ts-node tools/set-record` - sets a record for a given subdomain. Requires the subdomain name that is to be created or updated, the ANT Smartweave Contract ID and an Arweave Transaction. '@' records are used to set the root record. Other records are resolved as undernames (e.g. a record of `subdomain` with the root name as `arns` on the ArNS Registry Contract will resolve as `subdomain_arns.arweave.dev`)
 
@@ -138,3 +140,4 @@ Make sure to update the variables at the top of each tool's `.ts` file, as well
 [AJV]: https://ajv.js.org/guide/getting-started.html
 [Warp]: https://academy.warp.cc
 [SmartWeave]: https://github.com/ArweaveTeam/SmartWeave
+[schemas]: ./schemas