diff --git a/README.md b/README.md
index 4d6ef29..cc51e63 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,14 @@
 # BSP Finalizer
 
-Finalisation and reward processor for consensus block specimens sessions and block results session using the covalent db and proofchain. It functions at the end of the BSP stack within the following pipeline `bsp-geth -> bsp-agent -> bsp-staking -> bsp-finalizer -> rudder/refiner`
+Finalisation and reward processor for consensus block specimens sessions and block results session using the covalent db and proofchain. It functions at the end of the BSP stack within the following pipeline `bsp-geth -> bsp-agent -> bsp-staking -> bsp-finalizer -> rudder/refiner ->  bsp-finalizer`
 
-The "finalizer" fns for the network can be called by anyone with gas available in their account. The function is a simple call to the proof chain smart contract with chain ID and the block height being finalized for block specimens whose sessions have been started by a submission and the submissions period has ended (so no more participants can submit a valid hash). A valid session is created for each hash that is submitted by an operator.
+The "finalizer" functions for the network on proof-chain smart contracts can be called by anyone with gas available in their account. The function is a simple call to the proof chain smart contract with chain ID and the block height being finalized for block specimens/block results whose sessions have been started by a submission and the submissions period has ended (so no more participants can submit a valid hash). A valid session is created for each hash that is submitted by an operator.
 
 Three issues are possible during submission -
 
 - "Session not past deadline" - trying to finalize a session that's not reached a deadline for submissions yet
 - "Session cannot be finalized" - issues on the proofchain contract end
-- "Session not started" - trying to finalize a session for a block number that's not been started by any parrticipant yet.
+- "Session not started" - trying to finalize a session for a block number that's not been started by any participant yet.
 
 The process of finalization invokes the reward paid out to all the contributors to the consensus blocks and also produces a finalization hash which is then indexed by the covalent db. The covalent db is used as a reference point for finalized vs un-finalized blocks and any gaps in the indexing of finalized hashes will result in interim hiccups in this process.
 
@@ -28,10 +28,10 @@ In order to run access to the covalent db is required. Please ask the code owner
 
 1. Place appropriate values in an `.envrc` or `.env` file:
 
-```envrc
+```bash
     export RPC_ENDPOINT="http://endpoint-to-where-proofchain-is-deployed"
     export BLOCK_ID_START="1910104892088990000"
-    export PROOFCHAIN_ADDRESS="0x19492a5019B30471aA8fa2c6D9d39c99b5Cda20C" 
+    export PROOFCHAIN_ADDRESS="<<ASK-ON-DISCORD>>"
     export FINALIZER_PRIVATE_KEY="0xprivatekeyoffinalizerwithgas"
     export FINALIZER_ADDRESS="0xpublicaddressofaboveprivatekey"
     export DB_USER="db_access_user"
@@ -43,19 +43,19 @@ In order to run access to the covalent db is required. Please ask the code owner
     export GAS_LIMIT=300000
 ```
 
-2. Load environment variables:
+1. Load environment variables:
 
 ```bash
     direnv allow .
 ```
 
-3. Create directories for logging:
+1. Create directories for logging:
 
 ```bash
     mkdir -p logs/{Contract,Finalizer,DB}
 ```
 
-4. Install python packages (virtualenv):
+1. Install python packages (virtualenv):
 
 ```bash
     python3 -m virtualenv ./.venv
@@ -64,7 +64,7 @@ In order to run access to the covalent db is required. Please ask the code owner
     export LDFLAGS="-L/opt/homebrew/opt/openssl@3/lib"; pip install -r requirements.txt
 ```
 
-5. Run the script:
+1. Run the script:
 
 ```bash
     python3 src/main.py
@@ -72,29 +72,29 @@ In order to run access to the covalent db is required. Please ask the code owner
 
 ## Docker run
 
-Login to GCR for docker images with -
+1. Login to GCR for docker images with -
 
 ```bash
     gcloud auth print-access-token | docker login -u oauth2accesstoken --password-stdin https://gcr.io
 ```
 
-Add an `.env` file with all the env variables mentioned above.
+1. Add an `.env` file with all the env variables mentioned above.
 
 Pull the images and run (arm64) -
 
 ```bash
-    docker pull gcr.io/covalent-project/bsp-finalizer:latest-arm64
-    docker run --env-file .env gcr.io/covalent-project/bsp-finalizer:latest-arm64
+    docker pull gcr.io/covalent-project/bsp-finalizer:latest
+    docker run --env-file .env gcr.io/covalent-project/bsp-finalizer:latest
 ```
 
-Pull the images and run (amd64) -
+1. Pull the images and run (amd64) -
 
 ```bash
     docker pull gcr.io/covalent-project/bsp-finalizer:latest
     docker run --env-file .env gcr.io/covalent-project/bsp-finalizer:latest
 ```
 
-If the run is successful you should see logs such as below.
+1. If the run is successful you should see logs such as below.
 
 ```log
 INFO DB (dbmanager.py:74) - Connecting to the database...