diff --git a/config/config.exs b/config/config.exs
index 2112925..16138da 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -46,7 +46,12 @@ config :tailwind,
 # Configures Elixir's Logger
 config :logger, :console,
   format: "$time $metadata[$level] $message\n",
-  metadata: [:request_id]
+  metadata: [:request_id],
+  filters: [:health_check_filter]
+
+config :logger, :health_check_filter,
+  module: ElixirAiWeb.HealthCheckFilter,
+  function: :filter
 
 # Use Jason for JSON parsing in Phoenix
 config :phoenix, :json_library, Jason
diff --git a/lib/elixir_ai/application.ex b/lib/elixir_ai/application.ex
index c183815..dae08e4 100644
--- a/lib/elixir_ai/application.ex
+++ b/lib/elixir_ai/application.ex
@@ -4,14 +4,6 @@ defmodule ElixirAi.Application do
 
   @impl true
   def start(_type, _args) do
-    # Attach telemetry handler to filter health check logs
-    :telemetry.attach(
-      "filter-health-logs",
-      [:phoenix, :endpoint, :stop],
-      &filter_health_logs/4,
-      nil
-    )
-
     children = [
       ElixirAiWeb.Telemetry,
       ElixirAi.Repo,
@@ -47,14 +39,4 @@ defmodule ElixirAi.Application do
     ElixirAiWeb.Endpoint.config_change(changed, removed)
     :ok
   end
-
-  # Filter health check requests from telemetry logs
-  defp filter_health_logs(_event, _measurements, %{conn: %{request_path: "/health"}}, _config) do
-    :ok
-  end
-
-  defp filter_health_logs(event, measurements, metadata, config) do
-    # Forward to default Phoenix logger
-    :telemetry.execute(event, measurements, metadata)
-  end
 end
diff --git a/lib/elixir_ai_web/endpoint.ex b/lib/elixir_ai_web/endpoint.ex
index f5bd0c5..7a89052 100644
--- a/lib/elixir_ai_web/endpoint.ex
+++ b/lib/elixir_ai_web/endpoint.ex
@@ -38,6 +38,7 @@ defmodule ElixirAiWeb.Endpoint do
     cookie_key: "request_logger"
 
   plug Plug.RequestId
+  plug ElixirAiWeb.Plugs.HealthCheckLogger
   plug Plug.Telemetry, event_prefix: [:phoenix, :endpoint]
 
   plug Plug.Parsers,