diff --git a/docs/architecture/adr-062-collections-state-layer.md b/docs/architecture/adr-062-collections-state-layer.md
index 31854d138289..8d3a7b61cd2f 100644
--- a/docs/architecture/adr-062-collections-state-layer.md
+++ b/docs/architecture/adr-062-collections-state-layer.md
@@ -78,7 +78,7 @@ These default implementations also offer safety around proper lexicographic orde
 
 Examples of the collections API can be found here:
 - introduction: https://github.com/NibiruChain/collections/tree/main/examples
-- usage in nibiru: [x/oracle](https://github.com/NibiruChain/nibiru/blob/master/x/oracle/keeper/keeper.go#L32), [x/perp](https://github.com/NibiruChain/nibiru/blob/main/x/perp/v2/keeper/keeper.go)
+- usage in nibiru: [x/oracle](https://github.com/NibiruChain/nibiru/blob/master/x/oracle/keeper/keeper.go#L32), [x/epoch](https://github.com/NibiruChain/nibiru/blob/4566d9f6d22807abbd78c01454664d64f6e108e0/x/epochs/keeper/epoch.go)
 - cosmos-sdk's x/staking migrated: https://github.com/testinginprod/cosmos-sdk/pull/22
 
 
diff --git a/docs/build/tooling/00-protobuf.md b/docs/build/tooling/00-protobuf.md
index 69d78f331a65..3780435b192d 100644
--- a/docs/build/tooling/00-protobuf.md
+++ b/docs/build/tooling/00-protobuf.md
@@ -78,7 +78,7 @@ Example of how to define `gen` files can be found [here](https://docs.buf.build/
 
 #### `buf.gen.swagger.yaml`
 
-`buf.gen.swagger.yaml` generates the swagger documentation for the query and messages of the chain. This will only define the REST API end points that were defined in the query and msg servers. You can find examples of this [here](https://github.com/cosmos/cosmos-sdk/blob/main/proto/cosmos/bank/v1beta1/query.proto#L19)
+`buf.gen.swagger.yaml` generates the swagger documentation for the query and messages of the chain. This will only define the REST API end points that were defined in the query and msg servers. You can find examples of this [here](https://github.com/cosmos/cosmos-sdk/blob/main/x/bank/proto/cosmos/bank/v1beta1/query.proto)
 
 ```go reference
 https://github.com/cosmos/cosmos-sdk/blob/main/proto/buf.gen.swagger.yaml#L1-L6
diff --git a/tools/hubl/README.md b/tools/hubl/README.md
index 6d04fb778061..9088abfd0519 100644
--- a/tools/hubl/README.md
+++ b/tools/hubl/README.md
@@ -5,7 +5,7 @@ sidebar_position: 1
 # Hubl
 
 `Hubl` is a tool that allows you to query any Cosmos SDK based blockchain.
-It takes advantage of the new [AutoCLI](https://pkg.go.dev/github.com/cosmos/cosmos-sdk/client/v2@v2.0.0-20220916140313-c5245716b516/cli) feature <!-- TODO replace with AutoCLI docs --> of the Cosmos SDK.
+It takes advantage of the new [AutoCLI](https://docs.cosmos.network/main/learn/advanced/autocli) feature of the Cosmos SDK.
 
 ## Installation