diff --git a/technical/2.3.-Swarm.md b/technical/2.3.-Swarm.md
index 44d40cab..0a507928 100644
--- a/technical/2.3.-Swarm.md
+++ b/technical/2.3.-Swarm.md
@@ -25,8 +25,8 @@ We identified four modes for swarm chat that we want to implement:
 
 *Bob wants to create a new swarm*
 
-1. Bob create a local git repository.
-2. Then, he adds an initial signed commit and adds the following:
+1. Bob creates a local git repository.
+2. Then, he creates an initial signed commit with the following:
     + His public key in `/admins`
     + His device certificate in ̀ /devices`
     + His CRL in ̀ /crls`
@@ -38,7 +38,7 @@ We identified four modes for swarm chat that we want to implement:
 *Alice adds Bob*
 
 1. Alice adds Bob to the repo:
-    + Adds the invited uri in `/invited`
+    + Adds the invited URI in `/invited`
     + Adds the CRL into `/crls`
 2. Alice sends a request on the DHT
 
@@ -88,7 +88,7 @@ Note2: If a fetch is too big, it's not done (**TODO**)
     + Check that device cert is added
     + Check CRLs added
     + Check that no other file is added 
-+ The commit has 1 parent, commit msg is a JSON with a type:
++ The commit has 1 parent, commit message is a JSON with a type:
     + If text (or other mime-type that doesn't change files)
         + Check signature from certificate in the repo
         + Check that no weird file is added outside device cert nor removed
@@ -144,7 +144,7 @@ This is needed to detect revoked devices, or simply avoid getting unwanted peopl
 
 Note: Alice MUST be admins to vote
 
-+ First, she votes for ban Bob. To do that, she creates the file in /votes/members/uri_bob/uri_alice (members can be replaced by devices for a device) and commit
++ First, she votes for ban Bob. To do that, she creates the file in /votes/members/uri_bob/uri_alice (members can be replaced by devices for a device) and commits
 + Then she checks if the vote is resolved. This means that >50% of the admins agree to ban Bob (if she is alone, it's sure it's more than 50%).
 + If the vote is resolved, files into /votes can be removed, all files for Bob in /members, /admins, /CRLs, /devices can be removed (or only in /devices if it's a device that is banned) and Bob's certificate can be placed into /banned/members/bob_uri.crt (or /banned/devices/uri.crt if a device is banned) and committed to the repo
 + Then, Alice informs other users (outside Bob)
@@ -470,7 +470,7 @@ Group chat can be based on the same work we already have for multi-devices (but
 
 ## Another dedicated DHT
 
-Like a DHT with superuser. (Not convinced)
+Like a DHT with a superuser. (Not convinced)
 
 # File transfer