diff --git a/decentralized-api/internal/server/public/get_epoch.go b/decentralized-api/internal/server/public/get_epoch.go
index 98f50341ac..7ca756df93 100644
--- a/decentralized-api/internal/server/public/get_epoch.go
+++ b/decentralized-api/internal/server/public/get_epoch.go
@@ -18,7 +18,7 @@ type EpochResponse struct {
 	ActiveConfirmationPocEvent *types.ConfirmationPoCEvent    `json:"active_confirmation_poc_event,omitempty"`
 }
 
-// LatestEpochDto, had to indroduced it, because types.Epoch doesn't serialize when
+// LatestEpochDto, had to introduce it, because types.Epoch doesn't serialize when
 // Index and PocStartBlockHeight are 0
 type LatestEpochDto struct {
 	Index               uint64 `json:"index"`
diff --git a/decentralized-api/internal/validation/proposal.md b/decentralized-api/internal/validation/proposal.md
index d52394c459..05eda7b7f9 100644
--- a/decentralized-api/internal/validation/proposal.md
+++ b/decentralized-api/internal/validation/proposal.md
@@ -49,7 +49,7 @@ The nodes might be unavailable and we will lose the validation request.
 
 1. Create a `InferenceValidationTaskStorage` interface and it's first implementation: `InMemoryInferenceValidationTaskStorage`
 2. In `event_listener.go` instead of immediately spawning a goroutine, we will store the validation request in the `InferenceValidationTaskStorage`
-3. `InferenceValidator` now will spawn a woker pool that will periodically check the tasks in the storage and execute them when nodes are available
+3. `InferenceValidator` now will spawn a worker pool that will periodically check the tasks in the storage and execute them when nodes are available
 
 # 3. Persistent validation task storage
 
diff --git a/inference-chain/app/ante_validation.go b/inference-chain/app/ante_validation.go
index 5499589898..13a9e451c9 100644
--- a/inference-chain/app/ante_validation.go
+++ b/inference-chain/app/ante_validation.go
@@ -38,7 +38,7 @@ func (d ValidationEarlyRejectDecorator) checkValidationMsg(ctx sdk.Context, msg
 			"inferenceId", msg.InferenceId,
 		)
 		// It may filter legit transaction if the node is behind (node lag / state sync),
-		// But hope that it will be propogated by other nodes
+		// But hope that it will be propagated by other nodes
 		// TODO: In the next release, skip the filter on CheckTx, and enforce only on DeliverTx.
 		return inferencetypes.ErrInferenceNotFound
 	}
diff --git a/inference-chain/cmd/inferenced/cmd/sync_snapshots.go b/inference-chain/cmd/inferenced/cmd/sync_snapshots.go
index bf6989b938..b4058c279f 100644
--- a/inference-chain/cmd/inferenced/cmd/sync_snapshots.go
+++ b/inference-chain/cmd/inferenced/cmd/sync_snapshots.go
@@ -117,7 +117,7 @@ func SetTrustedBlock() *cobra.Command {
 			}
 
 			if err = updateTrustedBlock(configFilePath, trustedBlockHeight, trustedBlockHash); err != nil {
-				return fmt.Errorf("failed to set trusted block wih block_height %v and block_hash %v: %w", trustedBlockHeight, trustedBlockHash, err)
+				return fmt.Errorf("failed to set trusted block with block_height %v and block_hash %v: %w", trustedBlockHeight, trustedBlockHash, err)
 			}
 			fmt.Printf("Successfully set the statesync.trust_height with value %v and statesync.trust_hash with value %v", trustedBlockHeight, trustedBlockHash)
 			return nil
diff --git a/inference-chain/x/inference/keeper/bridge_native.go b/inference-chain/x/inference/keeper/bridge_native.go
index 48d81b1407..a715e2c354 100644
--- a/inference-chain/x/inference/keeper/bridge_native.go
+++ b/inference-chain/x/inference/keeper/bridge_native.go
@@ -38,7 +38,7 @@ func (k Keeper) ReleaseFromEscrow(ctx sdk.Context, toAddr sdk.AccAddress, amount
 
 // IsBridgeContractAddress checks if the given contract address matches any registered bridge addresses for the specific chain
 func (k Keeper) IsBridgeContractAddress(ctx context.Context, chainId, contractAddress string) bool {
-	// Set already forces toLower, so we can directy index
+	// Set already forces toLower, so we can directly index
 	normalizedInput := strings.ToLower(contractAddress)
 
 	has, err := k.BridgeContractAddresses.Has(ctx, collections.Join(chainId, normalizedInput))
diff --git a/inference-chain/x/inference/keeper/bridge_transaction_split_test.go b/inference-chain/x/inference/keeper/bridge_transaction_split_test.go
index 5f6903a7bb..df87b32dc1 100644
--- a/inference-chain/x/inference/keeper/bridge_transaction_split_test.go
+++ b/inference-chain/x/inference/keeper/bridge_transaction_split_test.go
@@ -51,7 +51,7 @@ func TestSetBridgeTransaction_StripsAndSyncsValidators(t *testing.T) {
 	require.True(t, found)
 	require.ElementsMatch(t, []string{"valA", "valB", "valC"}, got.Validators)
 
-	// Delete every KeySet entry and verify Get's Validators is now empty.
+	// Delete every KeySet entry and verify Gets Validators is now empty.
 	// If Validators had been stored inline in the base, deleting the
 	// KeySet wouldn't clear them — catching a regression that leaves
 	// inline entries behind.
diff --git a/inference-chain/x/inference/keeper/developer_stats_aggregation.go b/inference-chain/x/inference/keeper/developer_stats_aggregation.go
index 0d98260763..6494d03ae0 100644
--- a/inference-chain/x/inference/keeper/developer_stats_aggregation.go
+++ b/inference-chain/x/inference/keeper/developer_stats_aggregation.go
@@ -245,7 +245,7 @@ func (k Keeper) GetSummaryLastNEpochsByDeveloper(ctx context.Context, developerA
 			if val := byTimeStore.Get(timeKey); val != nil {
 				err := k.cdc.Unmarshal(val, &statsByTime)
 				if err != nil {
-					k.LogError("unabled to unmarhsal DeveloperStatsByTime", types.Participants, "key", iterator.Key(), "error", err)
+					k.LogError("unable to unmarshal DeveloperStatsByTime", types.Participants, "key", iterator.Key(), "error", err)
 					continue
 				}
 				summary.TokensUsed += int64(statsByTime.Inference.TotalTokenCount)
diff --git a/inference-chain/x/inference/keeper/msg_server_validation.go b/inference-chain/x/inference/keeper/msg_server_validation.go
index 2410ebcc6c..3ca772671b 100644
--- a/inference-chain/x/inference/keeper/msg_server_validation.go
+++ b/inference-chain/x/inference/keeper/msg_server_validation.go
@@ -420,7 +420,7 @@ func (k msgServer) inferenceIsBeforeClaimsSet(ctx context.Context, inference typ
 		// This would be before IsStartOfPocStage
 		return true, "Validation during inference epoch"
 	}
-	// Somewhere inbetween StartOfPocStage and SetNewValidatorsStage
+	// Somewhere in between StartOfPocStage and SetNewValidatorsStage
 	// ActiveParticipants are set during EndOfPoCValidationStage, which is also when we set claims
 	_, found = k.GetActiveParticipants(ctx, upcomingEpoch.Index)
 	if found {
diff --git a/inference-chain/x/inference/keeper/poc_period_validation.go b/inference-chain/x/inference/keeper/poc_period_validation.go
index 01690a7c35..889a912e66 100644
--- a/inference-chain/x/inference/keeper/poc_period_validation.go
+++ b/inference-chain/x/inference/keeper/poc_period_validation.go
@@ -20,7 +20,7 @@ func (k Keeper) CheckPoCMessageTooLate(ctx sdk.Context, startBlockHeight int64,
 
 	if startBlockHeight > currentBlockHeight {
 		// It may filter legit transaction if the node is behind (node lag / state sync),
-		// But hope that it will be propogated by other nodes
+		// But hope that it will be propagated by other nodes
 		// TODO: In the next release, skip the filter on CheckTx, and enforce only on DeliverTx.
 		k.Logger().Debug(
 			"[ValidatePocPeriod] POC submission is too early",
diff --git a/inference-chain/x/inference/types/message_register_model.go b/inference-chain/x/inference/types/message_register_model.go
index 099f0e739e..c6eebb752c 100644
--- a/inference-chain/x/inference/types/message_register_model.go
+++ b/inference-chain/x/inference/types/message_register_model.go
@@ -20,7 +20,7 @@ func NewMsgRegisterModel(authority string, proposedBy string, id string, unitsOf
 func (msg *MsgRegisterModel) ValidateBasic() error {
 	_, err := sdk.AccAddressFromBech32(msg.Authority)
 	if err != nil {
-		return errorsmod.Wrapf(sdkerrors.ErrInvalidAddress, "invalid authrority address (%s)", err)
+		return errorsmod.Wrapf(sdkerrors.ErrInvalidAddress, "invalid authority address (%s)", err)
 	}
 	_, err = sdk.AccAddressFromBech32(msg.ProposedBy)
 	if err != nil {
diff --git a/testermint/README.md b/testermint/README.md
index d8768c6b4f..91025d3f14 100644
--- a/testermint/README.md
+++ b/testermint/README.md
@@ -231,5 +231,5 @@ From this point on, you will gain a lot of additional functionality when opening
 - Most Log lines are tagged with `subsystem=` identifiers
 - Example: `subsystem=Stages` shows all epoch transition logs
 - Find subsystem definitions in: `inference-chain/x/inference/types/logging.go`
-You can also use the consts in `logging.go` to see exactly where specific subsytems are used.
+You can also use the consts in `logging.go` to see exactly where specific subsystems are used.
 ---
diff --git a/testermint/mcp_log_examiner/src/main/resources/guides/logging_overview.md b/testermint/mcp_log_examiner/src/main/resources/guides/logging_overview.md
index c498abd7e2..136cb8e9b2 100644
--- a/testermint/mcp_log_examiner/src/main/resources/guides/logging_overview.md
+++ b/testermint/mcp_log_examiner/src/main/resources/guides/logging_overview.md
@@ -39,7 +39,7 @@ Subsystem is especially useful. It represents the specific subsystem inside of t
 - Nodes - related to updating ML nodes for an API
 - Config - related to updating or retrieving config values
 - EventProcessing - related to processing events coming from the chain to the API
-- Upgrades - related to upgrading components of the systen
+- Upgrades - related to upgrading components of the system
 - Server - related to the API server (requests, responses, etc)
 - Training - related to AI training
 - Stages - related to moving between stages of an Epoch
diff --git a/testermint/mcp_log_examiner/src/main/resources/guides/step_by_step.md b/testermint/mcp_log_examiner/src/main/resources/guides/step_by_step.md
index 2f4d0536be..90882fd43f 100644
--- a/testermint/mcp_log_examiner/src/main/resources/guides/step_by_step.md
+++ b/testermint/mcp_log_examiner/src/main/resources/guides/step_by_step.md
@@ -16,7 +16,7 @@ a problem with config or bad state. But if it's in the test itself, the errors c
 unexpected problem such as an exception or an assertion failure, as well as many other issues.
 
 **HOWEVER**: There are usually a few errors expected here and there, especially when any part of the system
-is rebooted or reinitialized. Additionally, Upgrade tests will have several errors in them regarging
+is rebooted or reinitialized. Additionally, Upgrade tests will have several errors in them regarding
 missing upgrade code, which is what TRIGGERS the upgrade.
 ### Known Errors: (ignore)
 #### Related to restarting the chain:
diff --git a/testermint/src/main/kotlin/DockerGroup.kt b/testermint/src/main/kotlin/DockerGroup.kt
index 012bdfb66a..ebf7b6cdd7 100644
--- a/testermint/src/main/kotlin/DockerGroup.kt
+++ b/testermint/src/main/kotlin/DockerGroup.kt
@@ -557,7 +557,7 @@ fun initCluster(
             Logger.error(e, "Failed to initialize cluster, rebooting")
             throw e
         }
-        Logger.error(e, "Error initializing cluser, retrying")
+        Logger.error(e, "Error initializing cluster, retrying")
         logSection("Exception during cluster initialization, retrying")
         return initCluster(joinCount, finalConfig, reboot = true)
     }
diff --git a/testermint/src/test/kotlin/CollateralTests.kt b/testermint/src/test/kotlin/CollateralTests.kt
index 73ceffab7e..d85eddfccd 100644
--- a/testermint/src/test/kotlin/CollateralTests.kt
+++ b/testermint/src/test/kotlin/CollateralTests.kt
@@ -84,7 +84,7 @@ class CollateralTests : TestermintTest() {
         participant.withdrawCollateral(depositAmount)
         participant.node.waitForNextBlock(2)
 
-        logSection("Verifying withdrawl")
+        logSection("Verifying withdrawal")
         val activeCollateral = participant.queryCollateral(participantAddress)
         assertThat(activeCollateral.amount).isNull()
         val balanceAfterWithdraw = participant.getBalance(participantAddress)
diff --git a/testermint/src/test/kotlin/StreamVestingTests.kt b/testermint/src/test/kotlin/StreamVestingTests.kt
index 2b6c2e9fc8..9f1a5285a4 100644
--- a/testermint/src/test/kotlin/StreamVestingTests.kt
+++ b/testermint/src/test/kotlin/StreamVestingTests.kt
@@ -240,7 +240,7 @@ class StreamVestingTests : TestermintTest() {
         logHighlight("Total aggregated vesting amount: $aggregatedTotalAmount ngonka")
         
         // The aggregated amount should be greater than a single reward
-        // TODO: unfortunatelly, it's not true, because we can't guarantee that the rewards are equal each time to the same validator
+        // TODO: unfortunately, it's not true, because we can't guarantee that the rewards are equal each time to the same validator
         // assertThat(aggregatedTotalAmount).isGreaterThan(totalVestingAmount)
 
         logSection("=== LEGACY REWARD SYSTEM VESTING TEST COMPLETED ===")