diff --git a/telemetry_api/lib/telemetry_api/periodically.ex b/telemetry_api/lib/telemetry_api/periodically.ex
index 6aae119823..57f4388f84 100644
--- a/telemetry_api/lib/telemetry_api/periodically.ex
+++ b/telemetry_api/lib/telemetry_api/periodically.ex
@@ -48,14 +48,16 @@ defmodule TelemetryApi.Periodically do
         EthereumMetrics.new_gas_price(gas_price)
 
       {:error, error} ->
-        IO.inspect("Error fetching gas price: #{error}")
+        Logger.error("Error fetching gas price: #{inspect(error)}")
     end
-        {:noreply, %{}}
+
+    {:noreply, %{}}
   end
+
   defp fetch_operators_info() do
     case Operators.fetch_all_operators() do
       :ok -> :ok
-      {:error, message} -> IO.inspect("Couldn't fetch operators: #{IO.inspect(message)}")
+      {:error, message} -> Logger.error("Couldn't fetch operators: #{inspect(message)}")
     end
   end
 
@@ -67,9 +69,10 @@ defmodule TelemetryApi.Periodically do
           Operators.update_operator(op, %{status: string_status(status)})
 
         error ->
-          Logger.error("Error when updating status: #{error}")
+          Logger.error("Error when updating status: #{inspect(error)}")
       end
     end)
+
     :ok
   end
 
diff --git a/telemetry_api/lib/telemetry_api/traces.ex b/telemetry_api/lib/telemetry_api/traces.ex
index e611f386a0..eb693dcdc1 100644
--- a/telemetry_api/lib/telemetry_api/traces.ex
+++ b/telemetry_api/lib/telemetry_api/traces.ex
@@ -2,50 +2,31 @@ defmodule TelemetryApi.Traces do
   @moduledoc """
   The Traces context.
   """
+  require OpenTelemetry.Tracer
   alias TelemetryApi.Traces.Trace
   alias TelemetryApi.Operators
   alias TelemetryApi.ContractManagers.StakeRegistry
 
-  require OpenTelemetry.Tracer
-  require OpenTelemetry.Ctx
-  alias OpenTelemetry.Tracer, as: Tracer
-  alias OpenTelemetry.Ctx, as: Ctx
+  alias OpenTelemetry.Tracer
+  alias OpenTelemetry.Ctx
 
   @doc """
-  Send the trace to OpenTelemetry
-
-  This function is responsible for creating a new span and storing the context in the Agent.
+  Registers an aggregator new task initialization.
 
   ## Examples
 
       iex> merkle_root = "0x1234567890abcdef"
-      iex> create_task_trace(merkle_root)
+      iex> aggregator_init_task(merkle_root)
       :ok
   """
-  def create_task_trace(merkle_root) do
-    with {:ok, trace} <- set_current_trace(merkle_root) do
-      with {:ok, total_stake} <- StakeRegistry.get_current_total_stake() do
-        aggregator_subspan_ctx =
-          Tracer.start_span(
-            "Aggregator",
-            %{
-              attributes: [
-                {:merkle_root, merkle_root},
-                {:total_stake, total_stake}
-              ]
-            }
-          )
-
-        Tracer.set_current_span(aggregator_subspan_ctx)
-        Tracer.add_event("New task event received", [])
-
-        TraceStore.store_trace(merkle_root, %{
-          trace
-          | subspans: Map.put(trace.subspans, :aggregator, aggregator_subspan_ctx)
-        })
-
-        :ok
+  def aggregator_init_task(merkle_root) do
+    with {:ok, _trace} <- set_current_trace(merkle_root),
+         {:ok, total_stake} <- StakeRegistry.get_current_total_stake() do
+      Tracer.with_span "Aggregator - New task event received" do
+        Tracer.set_attributes(%{total_stake: total_stake})
       end
+
+      :ok
     end
   end
 
@@ -62,25 +43,25 @@ defmodule TelemetryApi.Traces do
   def register_operator_response(merkle_root, operator_id) do
     with {:ok, operator} <- Operators.get_operator(%{id: operator_id}),
          :ok <- validate_operator_registration(operator),
-         {:ok, trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
+         {:ok, trace} <- set_current_trace(merkle_root) do
       operator_stake = Decimal.new(operator.stake)
       new_stake = Decimal.add(trace.current_stake, operator_stake)
       new_stake_fraction = Decimal.div(new_stake, trace.total_stake)
       operator_stake_fraction = Decimal.div(operator_stake, trace.total_stake)
 
-      Tracer.add_event(
-        "Operator Response: " <> operator.name,
-        [
-          {:merkle_root, merkle_root},
-          {:operator_id, operator_id},
-          {:name, operator.name},
-          {:address, operator.address},
-          {:operator_stake, Decimal.to_string(operator_stake)},
-          {:current_stake, Decimal.to_string(new_stake)},
-          {:current_stake_fraction, Decimal.to_string(new_stake_fraction)},
-          {:operator_stake_fraction, Decimal.to_string(operator_stake_fraction)}
-        ]
-      )
+      Tracer.with_span "Aggregator - Operator Response: " <>
+                         operator.name do
+        Tracer.set_attributes(%{
+          merkle_root: merkle_root,
+          operator_id: operator_id,
+          name: operator.name,
+          address: operator.address,
+          operator_stake: Decimal.to_string(operator_stake),
+          current_stake: Decimal.to_string(new_stake),
+          current_stake_fraction: Decimal.to_string(new_stake_fraction),
+          operator_stake_fraction: Decimal.to_string(operator_stake_fraction)
+        })
+      end
 
       responses = trace.responses ++ [operator_id]
 
@@ -91,7 +72,7 @@ defmodule TelemetryApi.Traces do
       })
 
       IO.inspect(
-        "Operator response included. merkle_root: #{IO.inspect(merkle_root)} operator_id: #{IO.inspect(operator_id)}"
+        "Operator response included. merkle_root: #{inspect(merkle_root)} operator_id: #{inspect(operator_id)}"
       )
 
       :ok
@@ -109,24 +90,9 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def batcher_task_creation_failed(merkle_root, error) do
-    with {:ok, trace} <- set_current_trace_with_subspan(merkle_root, :batcher) do
-      Tracer.add_event(
-        "Batcher Task Creation Failed",
-        [
-          {:error, error}
-        ]
-      )
-
-      Tracer.end_span()
-
-      TraceStore.store_trace(merkle_root, %{
-        trace
-        | subspans: Map.delete(trace.subspans, :batcher)
-      })
-
-      with {:ok, _trace} <- set_current_trace(merkle_root) do
-        Tracer.end_span()
-        TraceStore.delete_trace(merkle_root)
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Batcher - Task Creation Failed" do
+        Tracer.set_attributes(%{error: error})
       end
 
       :ok
@@ -134,7 +100,7 @@ defmodule TelemetryApi.Traces do
   end
 
   @doc """
-  Create a new task trace for the batcher and starts the subspan for the batcher.
+  Create a new task trace from the batcher.
 
   ## Examples
 
@@ -161,34 +127,14 @@ defmodule TelemetryApi.Traces do
       context: ctx,
       total_stake: total_stake,
       current_stake: 0,
-      responses: [],
-      subspans: %{}
+      responses: []
     })
 
-    with {:ok, trace} <- set_current_trace(merkle_root) do
-      # This span ends inmediately after it's created just to set the correct title to the final task.
-      Tracer.with_span "Task: #{merkle_root}" do
-        Tracer.set_attributes(%{merkle_root: merkle_root})
-      end
-
-      batcher_subspan_ctx =
-        Tracer.start_span(
-          "Batcher",
-          %{
-            attributes: [
-              {:merkle_root, merkle_root}
-            ]
-          }
-        )
-
-      Tracer.set_current_span(batcher_subspan_ctx)
-      Tracer.add_event("New batch", [{:merkle_root, merkle_root}])
-
-      TraceStore.store_trace(merkle_root, %{
-        trace
-        | subspans: Map.put(trace.subspans, :batcher, batcher_subspan_ctx)
-      })
+    Tracer.set_current_span(root_span_ctx)
 
+    # This span ends inmediately after it's created just to set the correct title to the final task.
+    Tracer.with_span "Task: #{merkle_root}" do
+      Tracer.set_attributes(%{merkle_root: merkle_root})
       :ok
     end
   end
@@ -203,12 +149,14 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def batcher_task_uploaded_to_s3(merkle_root) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :batcher) do
-      Tracer.add_event("Batcher Task Uploaded to S3", [])
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Batcher - Task Uploaded to S3" do
+        Tracer.set_attributes(%{merkle_root: merkle_root})
+      end
+
       :ok
     end
   end
-  
 
   @doc """
   Registers the sending of a batcher task to Ethereum in the task trace.
@@ -221,15 +169,10 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def batcher_task_sent(merkle_root, tx_hash) do
-    with {:ok, trace} <- set_current_trace_with_subspan(merkle_root, :batcher) do
-      Tracer.add_event("Batcher Task Sent to Ethereum", [{"tx_hash", tx_hash}])
-
-      Tracer.end_span()
-
-      TraceStore.store_trace(merkle_root, %{
-        trace
-        | subspans: Map.delete(trace.subspans, :batcher)
-      })
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Batcher - Task Sent to Ethereum" do
+        Tracer.set_attribute("tx_hash", tx_hash)
+      end
 
       :ok
     end
@@ -245,13 +188,12 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def batcher_task_started(merkle_root, fee_per_proof, total_proofs) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :batcher) do
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
       IO.inspect("fee_per_proof: #{fee_per_proof}")
 
-      Tracer.add_event("Batcher Task being created",
-        fee_per_proof: fee_per_proof,
-        total_proofs: total_proofs
-      )
+      Tracer.with_span "Batcher - Task being created" do
+        Tracer.set_attributes(%{fee_per_proof: fee_per_proof, total_proofs: total_proofs})
+      end
 
       :ok
     end
@@ -267,8 +209,11 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def quorum_reached(merkle_root) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
-      Tracer.add_event("Quorum Reached", [])
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Aggregator - Quorum Reached" do
+        Tracer.set_attributes(%{merkle_root: merkle_root})
+      end
+
       IO.inspect("Reached quorum registered. merkle_root: #{merkle_root}")
       :ok
     end
@@ -285,20 +230,19 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def task_error(merkle_root, error) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
-      Tracer.add_event(
-        "Batch verification failed",
-        [
-          {:status, "error"},
-          {:error, error}
-        ]
-      )
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Aggregator - Batch verification failed" do
+        Tracer.set_attributes(%{
+          status: "error",
+          error: error
+        })
+      end
 
-      IO.inspect("Task error registered. merkle_root: #{IO.inspect(merkle_root)}")
+      IO.inspect("Task error registered. merkle_root: #{inspect(merkle_root)}")
       :ok
     end
   end
-  
+
   @doc """
   Registers a bump in the gas price when the aggregator tries to respond to a task in the task trace.
 
@@ -310,8 +254,11 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def aggregator_task_gas_price_bumped(merkle_root, bumped_gas_price) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
-      Tracer.add_event("Task gas price bumped", [{"bumped__gas_price", bumped_gas_price}])
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Aggregator - Task gas price bumped" do
+        Tracer.set_attributes(%{bumped_gas_price: bumped_gas_price})
+      end
+
       :ok
     end
   end
@@ -327,8 +274,11 @@ defmodule TelemetryApi.Traces do
       :ok
   """
   def aggregator_task_sent(merkle_root, tx_hash) do
-    with {:ok, _trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
-      Tracer.add_event("Task Sent to Ethereum", [{"tx_hash", tx_hash}])
+    with {:ok, _trace} <- set_current_trace(merkle_root) do
+      Tracer.with_span "Aggregator - Task Sent to Ethereum" do
+        Tracer.set_attributes(%{tx_hash: tx_hash})
+      end
+
       :ok
     end
   end
@@ -341,11 +291,11 @@ defmodule TelemetryApi.Traces do
   ## Examples
 
       iex> merkle_root = "0x1234567890abcdef"
-      iex> finish_task_trace(merkle_root)
+      iex> aggregator_finish_task(merkle_root)
       :ok
   """
-  def finish_task_trace(merkle_root) do
-    with {:ok, trace} <- set_current_trace_with_subspan(merkle_root, :aggregator) do
+  def aggregator_finish_task(merkle_root) do
+    with {:ok, trace} <- set_current_trace(merkle_root) do
       missing_operators =
         Operators.list_operators()
         |> Enum.filter(fn o -> o.id not in trace.responses and Operators.is_registered?(o) end)
@@ -371,7 +321,9 @@ defmodule TelemetryApi.Traces do
     missing_operators =
       missing_operators |> Enum.map(fn o -> o.name end) |> Enum.join(";")
 
-    Tracer.add_event("Missing Operators", [{:operators, missing_operators}])
+    Tracer.with_span "Aggregator - Missing Operators" do
+      Tracer.set_attribute("operators", missing_operators)
+    end
   end
 
   defp set_current_trace(merkle_root) do
@@ -382,14 +334,6 @@ defmodule TelemetryApi.Traces do
     end
   end
 
-  defp set_current_trace_with_subspan(merkle_root, span_name) do
-    with {:ok, trace} <- TraceStore.get_trace(merkle_root) do
-      Ctx.attach(trace.context)
-      Tracer.set_current_span(trace.subspans[span_name])
-      {:ok, trace}
-    end
-  end
-
   defp validate_operator_registration(operator) do
     if Operators.is_registered?(operator) do
       :ok
diff --git a/telemetry_api/lib/telemetry_api/traces/trace.ex b/telemetry_api/lib/telemetry_api/traces/trace.ex
index 9e074d2893..cabad1b41d 100644
--- a/telemetry_api/lib/telemetry_api/traces/trace.ex
+++ b/telemetry_api/lib/telemetry_api/traces/trace.ex
@@ -1,4 +1,4 @@
 defmodule TelemetryApi.Traces.Trace do
-  @enforce_keys [:parent_span, :context, :total_stake, :current_stake, :responses, :subspans]
-  defstruct [:parent_span, :context, :total_stake, :current_stake, :responses, :subspans]
+  @enforce_keys [:parent_span, :context, :total_stake, :current_stake, :responses]
+  defstruct [:parent_span, :context, :total_stake, :current_stake, :responses]
 end
diff --git a/telemetry_api/lib/telemetry_api_web/controllers/trace_controller.ex b/telemetry_api/lib/telemetry_api_web/controllers/trace_controller.ex
index b9e334652a..82dae6c2a4 100644
--- a/telemetry_api/lib/telemetry_api_web/controllers/trace_controller.ex
+++ b/telemetry_api/lib/telemetry_api_web/controllers/trace_controller.ex
@@ -6,11 +6,11 @@ defmodule TelemetryApiWeb.TraceController do
   action_fallback(TelemetryApiWeb.FallbackController)
 
   @doc """
-  Create a trace for a NewTask with the given merkle_root
+  Register an aggregator init task with the given merkle_root
   Method: POST initTaskTrace
   """
-  def create_task_trace(conn, %{"merkle_root" => merkle_root}) do
-    with :ok <- Traces.create_task_trace(merkle_root) do
+  def aggregator_init_task(conn, %{"merkle_root" => merkle_root}) do
+    with :ok <- Traces.aggregator_init_task(merkle_root) do
       conn
       |> put_status(:ok)
       |> render(:show_merkle, merkle_root: merkle_root)
@@ -153,8 +153,8 @@ defmodule TelemetryApiWeb.TraceController do
   Finish a trace for the given merkle_root
   Method: POST finishTaskTrace
   """
-  def finish_task_trace(conn, %{"merkle_root" => merkle_root}) do
-    with :ok <- Traces.finish_task_trace(merkle_root) do
+  def aggregator_finish_task(conn, %{"merkle_root" => merkle_root}) do
+    with :ok <- Traces.aggregator_finish_task(merkle_root) do
       conn
       |> put_status(:ok)
       |> render(:show_merkle, merkle_root: merkle_root)
diff --git a/telemetry_api/lib/telemetry_api_web/router.ex b/telemetry_api/lib/telemetry_api_web/router.ex
index 200e6c94f5..320453526e 100644
--- a/telemetry_api/lib/telemetry_api_web/router.ex
+++ b/telemetry_api/lib/telemetry_api_web/router.ex
@@ -11,13 +11,13 @@ defmodule TelemetryApiWeb.Router do
     get "/operators", OperatorController, :index
     get "/operators/:id", OperatorController, :show
     post "/operators", OperatorController, :create_or_update
-    post "/initTaskTrace", TraceController, :create_task_trace
+    post "/initTaskTrace", TraceController, :aggregator_init_task
     post "/operatorResponse", TraceController, :register_operator_response
     post "/quorumReached", TraceController, :quorum_reached
     post "/taskError", TraceController, :task_error
     post "/aggregatorTaskGasPriceBump", TraceController, :aggregator_task_gas_price_bumped
     post "/aggregatorTaskSent", TraceController, :aggregator_task_sent
-    post "/finishTaskTrace", TraceController, :finish_task_trace
+    post "/finishTaskTrace", TraceController, :aggregator_finish_task
 
     post "/initBatcherTaskTrace", TraceController, :create_batcher_task_trace
     post "/batcherTaskUploadedToS3", TraceController, :batcher_task_uploaded_to_s3