diff --git a/app/cli.php b/app/cli.php
index a6267fa341..3e093dc13d 100644
--- a/app/cli.php
+++ b/app/cli.php
@@ -28,13 +28,13 @@ use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\DI\Container;
 use Utopia\DSN\DSN;
-use Utopia\Logger\Log;
 use Utopia\Platform\Service;
 use Utopia\Pools\Group;
 use Utopia\Queue\Broker\Pool as BrokerPool;
 use Utopia\Queue\Publisher;
 use Utopia\Queue\Queue;
 use Utopia\Registry\Registry;
+use Utopia\Span\Span;
 use Utopia\System\System;
 use Utopia\Telemetry\Adapter\None as NoTelemetry;
 
@@ -267,8 +267,8 @@ $container->set('queueForFunctions', function (Publisher $publisher) {
 $container->set('queueForDeletes', function (Publisher $publisher) {
     return new Delete($publisher);
 }, ['publisher']);
-$container->set('logError', function (Registry $register) {
-    return function (Throwable $error, string $namespace, string $action) use ($register) {
+$container->set('logError', function () {
+    return function (Throwable $error, string $namespace, string $action) {
         Console::error('[Error] Timestamp: ' . date('c', time()));
         Console::error('[Error] Type: ' . get_class($error));
         Console::error('[Error] Message: ' . $error->getMessage());
@@ -276,48 +276,42 @@ $container->set('logError', function (Registry $register) {
         Console::error('[Error] Line: ' . $error->getLine());
         Console::error('[Error] Trace: ' . $error->getTraceAsString());
 
-        $logger = $register->get('logger');
+        $span = Span::current();
+        $shouldFinish = false;
+        if ($span === null) {
+            $span = Span::init($action);
+            $shouldFinish = true;
+        }
 
-        if ($logger) {
-            $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
+        Span::add('level', 'error');
+        Span::add('logger', $namespace);
+        Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+        Span::add('release', System::getEnv('_APP_VERSION', 'UNKNOWN'));
+        Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+        Span::add('appwrite.error.publish', true);
+        Span::add('appwrite.error.action', $action);
+        Span::add('error.message', $error->getMessage());
+        Span::add('error.type', get_class($error));
+        Span::add('error.code', $error->getCode());
+        Span::add('error.file', $error->getFile());
+        Span::add('error.line', $error->getLine());
+        Span::add('error.trace', $error->getTraceAsString());
+        Span::add('error.detailedTrace', \json_encode($error->getTrace()) ?: null);
 
-            $log = new Log();
-            $log->setNamespace($namespace);
-            $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-            $log->setVersion($version);
-            $log->setType(Log::TYPE_ERROR);
-            $log->setMessage($error->getMessage());
-
-            $log->addTag('code', $error->getCode());
-            $log->addTag('verboseType', get_class($error));
-
-            $log->addExtra('file', $error->getFile());
-            $log->addExtra('line', $error->getLine());
-            $log->addExtra('trace', $error->getTraceAsString());
-            $log->addExtra('detailedTrace', $error->getTrace());
-
-            if ($error->getPrevious() !== null) {
-                if ($error->getPrevious()->getMessage() != $error->getMessage()) {
-                    $log->addExtra('previousMessage', $error->getPrevious()->getMessage());
-                }
-                $log->addExtra('previousFile', $error->getPrevious()->getFile());
-                $log->addExtra('previousLine', $error->getPrevious()->getLine());
+        if ($error->getPrevious() !== null) {
+            if ($error->getPrevious()->getMessage() != $error->getMessage()) {
+                Span::add('error.previous.message', $error->getPrevious()->getMessage());
             }
+            Span::add('error.previous.file', $error->getPrevious()->getFile());
+            Span::add('error.previous.line', $error->getPrevious()->getLine());
+        }
 
-            $log->setAction($action);
-
-            $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-            $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-            try {
-                $responseCode = $logger->addLog($log);
-                Console::info('Error log pushed with status code: ' . $responseCode);
-            } catch (Throwable $th) {
-                Console::error('Error pushing log: ' . $th->getMessage());
-            }
+        Span::error($error);
+        if ($shouldFinish) {
+            $span->finish();
         }
     };
-}, ['register']);
+}, []);
 
 $container->set('executor', fn () => new Executor(), []);
 
diff --git a/app/controllers/general.php b/app/controllers/general.php
index eb4899a3d8..7b17cb166d 100644
--- a/app/controllers/general.php
+++ b/app/controllers/general.php
@@ -57,10 +57,6 @@ use Utopia\Domains\Domain;
 use Utopia\DSN\DSN;
 use Utopia\Http\Http;
 use Utopia\Locale\Locale;
-use Utopia\Logger\Adapter\Sentry;
-use Utopia\Logger\Log;
-use Utopia\Logger\Log\User;
-use Utopia\Logger\Logger;
 use Utopia\Platform\Service;
 use Utopia\Span\Span;
 use Utopia\System\System;
@@ -69,7 +65,7 @@ use Utopia\Validator\Text;
 
 Config::setParam('cookieSamesite', Response::COOKIE_SAMESITE_NONE);
 
-function router(Http $utopia, Database $dbForPlatform, callable $getProjectDB, SwooleRequest $swooleRequest, Request $request, Response $response, Log $log, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, Authorization $authorization, ?Key $apiKey, DeleteEvent $queueForDeletes, int $executionsRetentionCount)
+function router(Http $utopia, Database $dbForPlatform, callable $getProjectDB, SwooleRequest $swooleRequest, Request $request, Response $response, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, Authorization $authorization, ?Key $apiKey, DeleteEvent $queueForDeletes, int $executionsRetentionCount)
 {
     $host = $request->getHostname();
     if (!empty($previewHostname)) {
@@ -146,7 +142,7 @@ function router(Http $utopia, Database $dbForPlatform, callable $getProjectDB, S
         /**
          * Set projectId to update the Error hook logger, since x-appwrite-project is not available when executing custom domain function
          */
-        $log->addTag('projectId', $project->getId());
+        Span::add('projectId', $project->getId());
     }
 
     if (array_key_exists('proxy', $project->getAttribute('services', []))) {
@@ -830,7 +826,6 @@ Http::init()
     ->inject('swooleRequest')
     ->inject('request')
     ->inject('response')
-    ->inject('log')
     ->inject('project')
     ->inject('dbForPlatform')
     ->inject('getProjectDB')
@@ -849,7 +844,7 @@ Http::init()
     ->inject('authorization')
     ->inject('queueForDeletes')
     ->inject('executionsRetentionCount')
-    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Log $log, Document $project, Database $dbForPlatform, callable $getProjectDB, Locale $locale, array $localeCodes, Reader $geodb, Event $queueForEvents, Bus $bus, Executor $executor, array $platform, callable $isResourceBlocked, string $previewHostname, Document $devKey, ?Key $apiKey, Cors $cors, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
+    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Document $project, Database $dbForPlatform, callable $getProjectDB, Locale $locale, array $localeCodes, Reader $geodb, Event $queueForEvents, Bus $bus, Executor $executor, array $platform, callable $isResourceBlocked, string $previewHostname, Document $devKey, ?Key $apiKey, Cors $cors, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
         /*
         * Appwrite Router
         */
@@ -857,7 +852,7 @@ Http::init()
         $platformHostnames = $platform['hostnames'] ?? [];
         // Only run Router when external domain
         if (!\in_array($hostname, $platformHostnames) || !empty($previewHostname)) {
-            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $log, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
+            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
                 $utopia->getRoute()?->label('router', true);
             }
         }
@@ -1131,7 +1126,6 @@ Http::options()
     ->inject('swooleRequest')
     ->inject('request')
     ->inject('response')
-    ->inject('log')
     ->inject('dbForPlatform')
     ->inject('getProjectDB')
     ->inject('queueForEvents')
@@ -1148,14 +1142,14 @@ Http::options()
     ->inject('authorization')
     ->inject('queueForDeletes')
     ->inject('executionsRetentionCount')
-    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Log $log, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, Document $project, Document $devKey, ?Key $apiKey, Cors $cors, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
+    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, Document $project, Document $devKey, ?Key $apiKey, Cors $cors, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
         /*
         * Appwrite Router
         */
         $platformHostnames = $platform['hostnames'] ?? [];
         // Only run Router when external domain
         if (!in_array($request->getHostname(), $platformHostnames) || !empty($previewHostname)) {
-            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $log, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
+            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
                 $utopia->getRoute()?->label('router', true);
             }
         }
@@ -1184,12 +1178,10 @@ Http::error()
     ->inject('request')
     ->inject('response')
     ->inject('project')
-    ->inject('logger')
-    ->inject('log')
     ->inject('bus')
     ->inject('devKey')
     ->inject('authorization')
-    ->action(function (Throwable $error, Http $utopia, Request $request, Response $response, Document $project, ?Logger $logger, Log $log, Bus $bus, Document $devKey, Authorization $authorization) {
+    ->action(function (Throwable $error, Http $utopia, Request $request, Response $response, Document $project, Bus $bus, Document $devKey, Authorization $authorization) {
         $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
         $route = $utopia->getRoute();
         $class = \get_class($error);
@@ -1232,27 +1224,8 @@ Http::error()
 
         $providerConfig = System::getEnv('_APP_EXPERIMENT_LOGGING_CONFIG', '');
         if (!empty($providerConfig) && $error->getCode() >= 400 && $error->getCode() < 500) {
-            // Register error logger
-            try {
-                $loggingProvider = new DSN($providerConfig);
-                $providerName = $loggingProvider->getScheme();
-
-                if (!empty($providerName) && $providerName === 'sentry') {
-                    $key = $loggingProvider->getPassword();
-                    $projectId = $loggingProvider->getUser() ?? '';
-                    $host = 'https://' . $loggingProvider->getHost();
-                    $sampleRate = $loggingProvider->getParam('sample', 0.01);
-
-                    $adapter = new Sentry($projectId, $key, $host);
-                    $logger = new Logger($adapter);
-                    $logger->setSample($sampleRate);
-                    $publish = true;
-                } else {
-                    throw new \Exception('Invalid experimental logging provider');
-                }
-            } catch (\Throwable $th) {
-                Console::warning('Failed to initialize logging provider: ' . $th->getMessage());
-            }
+            $publish = true;
+            Span::add('appwrite.error.experimental', true);
         }
 
         /**
@@ -1277,7 +1250,7 @@ Http::error()
             }
         }
 
-        if ($logger && $publish) {
+        if ($publish) {
             try {
                 /** @var Utopia\Database\Document $user */
                 $user = $utopia->getResource('user');
@@ -1285,12 +1258,6 @@ Http::error()
                 // All good, user is optional information for logger
             }
 
-            if (isset($user) && !$user->isEmpty()) {
-                $log->setUser(new User($user->getId()));
-            } else {
-                $log->setUser(new User('guest-' . hash('sha256', $request->getIP())));
-            }
-
             try {
                 $dsn = new DSN($project->getAttribute('database', 'console'));
             } catch (\InvalidArgumentException) {
@@ -1298,30 +1265,26 @@ Http::error()
                 $dsn = new DSN('mysql://' . $project->getAttribute('database', 'console'));
             }
 
-            $log->setNamespace("http");
-            $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-            $log->setVersion($version);
-            $log->setType(Log::TYPE_ERROR);
-            $log->setMessage($error->getMessage());
-
-            $log->addTag('database', $dsn->getHost());
-            $log->addTag('method', $route?->getMethod() ?? $request->getMethod());
-            $log->addTag('url', $request->getURI());
-            $log->addTag('verboseType', get_class($error));
-            $log->addTag('code', $error->getCode());
-
-            $tags = $log->getTags();
-            if (!isset($tags['projectId'])) {
-                $log->addTag('projectId', $project->getId());
-            }
-
-            $log->addTag('hostname', $request->getHostname());
-            $log->addTag('locale', (string)$request->getParam('locale', $request->getHeader('x-appwrite-locale', '')));
-
-            $log->addExtra('file', $error->getFile());
-            $log->addExtra('line', $error->getLine());
-            $log->addExtra('trace', $error->getTraceAsString());
-            $log->addExtra('roles', $authorization->getRoles());
+            Span::add('level', 'error');
+            Span::add('logger', 'http');
+            Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+            Span::add('release', $version);
+            Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+            Span::add('appwrite.error.publish', true);
+            Span::add('database', $dsn->getHost());
+            Span::add('method', $route?->getMethod() ?? $request->getMethod());
+            Span::add('url', $request->getURI());
+            Span::add('verboseType', get_class($error));
+            Span::add('code', $error->getCode());
+            Span::add('projectId', $project->getId());
+            Span::add('hostname', $request->getHostname());
+            Span::add('locale', (string)$request->getParam('locale', $request->getHeader('x-appwrite-locale', '')));
+            Span::add('userId', isset($user) && !$user->isEmpty() ? $user->getId() : 'guest-' . hash('sha256', $request->getIP()));
+            Span::add('error.message', $error->getMessage());
+            Span::add('error.file', $error->getFile());
+            Span::add('error.line', $error->getLine());
+            Span::add('error.trace', $error->getTraceAsString());
+            Span::add('roles', \json_encode($authorization->getRoles()) ?: null);
 
             try {
                 /* add queries to log */
@@ -1396,7 +1359,7 @@ Http::error()
                     }
 
                     if (!empty($formattedQueries)) {
-                        $log->addExtra('queries', $formattedQueries);
+                        Span::add('queries', \json_encode($formattedQueries) ?: null);
                     }
                 }
             } catch (Throwable $_) {
@@ -1416,18 +1379,8 @@ Http::error()
                 $action = 'http.' . $request->getMethod() . '.' . $path;
             }
 
-            $log->setAction($action);
-            $log->addTag('service', $action);
-
-            $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-            $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-            try {
-                $responseCode = $logger->addLog($log);
-                Console::info('Error log pushed with status code: ' . $responseCode);
-            } catch (Throwable $th) {
-                Console::error('Error pushing log: ' . $th->getMessage());
-            }
+            Span::add('appwrite.error.action', $action);
+            Span::add('service', $action);
         }
 
         /** Wrap all exceptions inside Appwrite\Extend\Exception */
@@ -1536,7 +1489,6 @@ Http::get('/robots.txt')
     ->inject('swooleRequest')
     ->inject('request')
     ->inject('response')
-    ->inject('log')
     ->inject('dbForPlatform')
     ->inject('getProjectDB')
     ->inject('queueForEvents')
@@ -1550,13 +1502,13 @@ Http::get('/robots.txt')
     ->inject('authorization')
     ->inject('queueForDeletes')
     ->inject('executionsRetentionCount')
-    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Log $log, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, ?Key $apiKey, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
+    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, ?Key $apiKey, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
         $platformHostnames = $platform['hostnames'] ?? [];
         if (in_array($request->getHostname(), $platformHostnames) || !empty($previewHostname)) {
             $template = new View(__DIR__ . '/../views/general/robots.phtml');
             $response->text($template->render(false));
         } else {
-            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $log, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
+            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
                 $utopia->getRoute()?->label('router', true);
             }
         }
@@ -1570,7 +1522,6 @@ Http::get('/humans.txt')
     ->inject('swooleRequest')
     ->inject('request')
     ->inject('response')
-    ->inject('log')
     ->inject('dbForPlatform')
     ->inject('getProjectDB')
     ->inject('queueForEvents')
@@ -1584,13 +1535,13 @@ Http::get('/humans.txt')
     ->inject('authorization')
     ->inject('queueForDeletes')
     ->inject('executionsRetentionCount')
-    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Log $log, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, ?Key $apiKey, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
+    ->action(function (Http $utopia, SwooleRequest $swooleRequest, Request $request, Response $response, Database $dbForPlatform, callable $getProjectDB, Event $queueForEvents, Bus $bus, Executor $executor, Reader $geodb, callable $isResourceBlocked, array $platform, string $previewHostname, ?Key $apiKey, Authorization $authorization, DeleteEvent $queueForDeletes, int $executionsRetentionCount) {
         $platformHostnames = $platform['hostnames'] ?? [];
         if (in_array($request->getHostname(), $platformHostnames) || !empty($previewHostname)) {
             $template = new View(__DIR__ . '/../views/general/humans.phtml');
             $response->text($template->render(false));
         } else {
-            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $log, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
+            if (router($utopia, $dbForPlatform, $getProjectDB, $swooleRequest, $request, $response, $queueForEvents, $bus, $executor, $geodb, $isResourceBlocked, $platform, $previewHostname, $authorization, $apiKey, $queueForDeletes, $executionsRetentionCount)) {
                 $utopia->getRoute()?->label('router', true);
             }
         }
diff --git a/app/http.php b/app/http.php
index b72f3b7f34..5ca77a3f89 100644
--- a/app/http.php
+++ b/app/http.php
@@ -29,8 +29,6 @@ use Utopia\Database\Query;
 use Utopia\Http\Adapter\Swoole\Server;
 use Utopia\Http\Files;
 use Utopia\Http\Http;
-use Utopia\Logger\Log;
-use Utopia\Logger\Log\User;
 use Utopia\Span\Span;
 use Utopia\System\System;
 
@@ -552,72 +550,41 @@ $swooleAdapter->onRequest(function ($utopiaRequest, $utopiaResponse) use ($files
 
         $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
 
-        $logger = $app->getResource("logger");
-        if ($logger) {
-            try {
-                /** @var Utopia\Database\Document $user */
-                $user = $app->getResource('user');
-            } catch (\Throwable $_th) {
-                // All good, user is optional information for logger
-            }
-
-            $route = $app->getRoute();
-
-            $log = $app->getResource("log");
-
-            if (isset($user) && !$user->isEmpty()) {
-                $log->setUser(new User($user->getId()));
-            } else {
-                $log->setUser(new User('guest-' . hash('sha256', $request->getIP())));
-            }
-
-            $log->setNamespace("http");
-            $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-            $log->setVersion($version);
-            $log->setType(Log::TYPE_ERROR);
-            $log->setMessage($th->getMessage());
-
-            $log->addTag('method', $route?->getMethod() ?? $request->getMethod());
-            $log->addTag('url', $route?->getPath() ?? $request->getURI());
-            $log->addTag('verboseType', get_class($th));
-            $log->addTag('code', $th->getCode());
-            // $log->addTag('projectId', $project->getId()); // TODO: Figure out how to get ProjectID, if it becomes relevant
-            $log->addTag('hostname', $request->getHostname());
-            $log->addTag('locale', (string)$request->getParam('locale', $request->getHeader('x-appwrite-locale', '')));
-
-            $log->addExtra('file', $th->getFile());
-            $log->addExtra('line', $th->getLine());
-            $log->addExtra('trace', $th->getTraceAsString());
-            $log->addExtra('roles', isset($authorization) ? $authorization->getRoles() : []);
-
-            $sdk = $route?->getLabel("sdk", false);
-
-            $action = 'UNKNOWN_NAMESPACE.UNKNOWN.METHOD';
-            if (!empty($sdk)) {
-                if (\is_array($sdk)) {
-                    $sdk = $sdk[0];
-                }
-                /** @var Appwrite\SDK\Method $sdk */
-                $action = $sdk->getNamespace() . '.' . $sdk->getMethodName();
-            } elseif ($route === null) {
-                $path = ltrim(parse_url($request->getURI(), PHP_URL_PATH) ?? '/', '/') ?: 'root';
-                $action = 'http.' . $request->getMethod() . '.' . $path;
-            }
-
-            $log->setAction($action);
-            $log->addTag('service', $action);
-
-            $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-            $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-            try {
-                $responseCode = $logger->addLog($log);
-                Console::info('Error log pushed with status code: ' . $responseCode);
-            } catch (Throwable $th) {
-                Console::error('Error pushing log: ' . $th->getMessage());
+        $route = $app->getRoute();
+        $sdk = $route?->getLabel("sdk", false);
+
+        $action = 'UNKNOWN_NAMESPACE.UNKNOWN.METHOD';
+        if (!empty($sdk)) {
+            if (\is_array($sdk)) {
+                $sdk = $sdk[0];
             }
+            /** @var Appwrite\SDK\Method $sdk */
+            $action = $sdk->getNamespace() . '.' . $sdk->getMethodName();
+        } elseif ($route === null) {
+            $path = ltrim(parse_url($request->getURI(), PHP_URL_PATH) ?? '/', '/') ?: 'root';
+            $action = 'http.' . $request->getMethod() . '.' . $path;
         }
 
+        Span::add('level', 'error');
+        Span::add('logger', 'http');
+        Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+        Span::add('release', $version);
+        Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+        Span::add('appwrite.error.publish', true);
+        Span::add('appwrite.error.action', $action);
+        Span::add('method', $route?->getMethod() ?? $request->getMethod());
+        Span::add('url', $route?->getPath() ?? $request->getURI());
+        Span::add('verboseType', get_class($th));
+        Span::add('code', $th->getCode());
+        Span::add('hostname', $request->getHostname());
+        Span::add('locale', (string)$request->getParam('locale', $request->getHeader('x-appwrite-locale', '')));
+        Span::add('service', $action);
+        Span::add('error.message', $th->getMessage());
+        Span::add('error.file', $th->getFile());
+        Span::add('error.line', $th->getLine());
+        Span::add('error.trace', $th->getTraceAsString());
+        Span::add('roles', isset($authorization) ? (\json_encode($authorization->getRoles()) ?: null) : '[]');
+
         $swooleResponse = $utopiaResponse->getSwooleResponse();
         $swooleResponse->setStatusCode(500);
 
diff --git a/app/init/registers.php b/app/init/registers.php
index 54c0053a33..c4aefdaeb5 100644
--- a/app/init/registers.php
+++ b/app/init/registers.php
@@ -9,7 +9,6 @@ use MaxMind\Db\Reader;
 use Swoole\Database\PDOProxy;
 use Utopia\Cache\Adapter\Redis as RedisCache;
 use Utopia\Config\Config;
-use Utopia\Console;
 use Utopia\Database\Adapter\MariaDB;
 use Utopia\Database\Adapter\Mongo;
 use Utopia\Database\Adapter\MySQL;
@@ -19,11 +18,6 @@ use Utopia\Database\PDO;
 use Utopia\Domains\Validator\PublicDomain;
 use Utopia\DSN\DSN;
 use Utopia\Http\Http;
-use Utopia\Logger\Adapter\AppSignal;
-use Utopia\Logger\Adapter\LogOwl;
-use Utopia\Logger\Adapter\Raygun;
-use Utopia\Logger\Adapter\Sentry;
-use Utopia\Logger\Logger;
 use Utopia\Messaging\Adapter\Email\SMTP;
 use Utopia\Mongo\Client as MongoClient;
 use Utopia\Pools\Adapter\Stack as StackPool;
@@ -46,109 +40,6 @@ if (!Http::isProduction()) {
     PublicDomain::allow(['request-catcher-webhook']);
 }
 
-$register->set('logger', function () {
-    // Register error logger
-    $providerName = System::getEnv('_APP_LOGGING_PROVIDER', '');
-    $providerConfig = System::getEnv('_APP_LOGGING_CONFIG', '');
-
-    if (empty($providerConfig)) {
-        return;
-    }
-
-    try {
-        $loggingProvider = new DSN($providerConfig);
-
-        $providerName = $loggingProvider->getScheme();
-        $providerConfig = match ($providerName) {
-            'sentry' => ['key' => $loggingProvider->getPassword(), 'projectId' => $loggingProvider->getUser() ?? '', 'host' => 'https://' . $loggingProvider->getHost()],
-            'logowl' => ['ticket' => $loggingProvider->getUser() ?? '', 'host' => $loggingProvider->getHost()],
-            default => ['key' => $loggingProvider->getHost()],
-        };
-    } catch (Throwable $th) {
-        // Fallback for older Appwrite versions up to 1.5.x that use _APP_LOGGING_PROVIDER and _APP_LOGGING_CONFIG environment variables
-        Console::warning('Using deprecated logging configuration. Please update your configuration to use DSN format.' . $th->getMessage());
-        $configChunks = \explode(";", $providerConfig);
-
-        $providerConfig = match ($providerName) {
-            'sentry' => [ 'key' => $configChunks[0], 'projectId' => $configChunks[1] ?? '', 'host' => '',],
-            'logowl' => ['ticket' => $configChunks[0], 'host' => ''],
-            default => ['key' => $providerConfig],
-        };
-    }
-
-    if (empty($providerName)) {
-        return;
-    }
-
-    if (!Logger::hasProvider($providerName)) {
-        throw new Exception(Exception::GENERAL_SERVER_ERROR, "Logging provider not supported. Logging is disabled");
-    }
-
-    try {
-        $adapter = match ($providerName) {
-            'sentry' => new Sentry($providerConfig['projectId'], $providerConfig['key'], $providerConfig['host']),
-            'logowl' => new LogOwl($providerConfig['ticket'], $providerConfig['host']),
-            'raygun' => new Raygun($providerConfig['key']),
-            'appsignal' => new AppSignal($providerConfig['key']),
-            default => null
-        };
-    } catch (Throwable $th) {
-        $adapter = null;
-    }
-
-    if ($adapter === null) {
-        Console::error("Logging provider not supported. Logging is disabled");
-        return;
-    }
-
-    return new Logger($adapter);
-});
-
-$register->set('realtimeLogger', function () {
-    // Register error logger for realtime, falls back to default logging config
-    $providerConfig = System::getEnv('_APP_LOGGING_CONFIG_REALTIME', '')
-        ?: System::getEnv('_APP_LOGGING_CONFIG', '');
-
-    if (empty($providerConfig)) {
-        return;
-    }
-
-    $loggingProvider = new DSN($providerConfig);
-    $providerName = $loggingProvider->getScheme();
-    $providerConfig = match ($providerName) {
-        'sentry' => ['key' => $loggingProvider->getPassword(), 'projectId' => $loggingProvider->getUser() ?? '', 'host' => 'https://' . $loggingProvider->getHost()],
-        'logowl' => ['ticket' => $loggingProvider->getUser() ?? '', 'host' => $loggingProvider->getHost()],
-        default => ['key' => $loggingProvider->getHost()],
-    };
-
-    if (empty($providerName)) {
-        return;
-    }
-
-    if (!Logger::hasProvider($providerName)) {
-        throw new Exception(Exception::GENERAL_SERVER_ERROR, "Logging provider not supported. Logging is disabled");
-    }
-
-    try {
-        $adapter = match ($providerName) {
-            'sentry' => new Sentry($providerConfig['projectId'], $providerConfig['key'], $providerConfig['host']),
-            'logowl' => new LogOwl($providerConfig['ticket'], $providerConfig['host']),
-            'raygun' => new Raygun($providerConfig['key']),
-            'appsignal' => new AppSignal($providerConfig['key']),
-            default => null
-        };
-    } catch (Throwable $th) {
-        $adapter = null;
-    }
-
-    if ($adapter === null) {
-        Console::error("Logging provider not supported. Logging is disabled");
-        return;
-    }
-
-    return new Logger($adapter);
-});
-
 $register->set('pools', function () {
     $group = new Group();
 
diff --git a/app/init/resources.php b/app/init/resources.php
index 29506bfc9c..66ca1a0ac4 100644
--- a/app/init/resources.php
+++ b/app/init/resources.php
@@ -45,10 +45,6 @@ global $register;
 global $container;
 $container = new Container();
 
-$container->set('logger', function ($register) {
-    return $register->get('logger');
-}, ['register']);
-
 $container->set('hooks', function ($register) {
     return $register->get('hooks');
 }, ['register']);
diff --git a/app/init/resources/request.php b/app/init/resources/request.php
index 1aa53b7403..520033333f 100644
--- a/app/init/resources/request.php
+++ b/app/init/resources/request.php
@@ -48,7 +48,6 @@ use Utopia\Domains\Domain;
 use Utopia\DSN\DSN;
 use Utopia\Http\Http;
 use Utopia\Locale\Locale;
-use Utopia\Logger\Log;
 use Utopia\Pools\Group;
 use Utopia\Queue\Publisher;
 use Utopia\Storage\Device;
@@ -67,12 +66,6 @@ return function (Container $container): void {
         return $utopia;
     }, ['utopia']);
 
-    $container->set('log', fn () => new Log(), []);
-
-    $container->set('logger', function ($register) {
-        return $register->get('logger');
-    }, ['register']);
-
     $container->set('authorization', function () {
         return new Authorization();
     }, []);
diff --git a/app/init/span.php b/app/init/span.php
index 8afa01b2df..23a2a2c6c2 100644
--- a/app/init/span.php
+++ b/app/init/span.php
@@ -1,10 +1,89 @@
 <?php
 
+use Appwrite\Extend\Exception;
+use Utopia\Console;
+use Utopia\DSN\DSN;
 use Utopia\Span\Exporter;
+use Utopia\Span\Exporter\SentryField;
 use Utopia\Span\Span;
 use Utopia\Span\Storage;
+use Utopia\System\System;
 
 Span::setStorage(new Storage\Coroutine());
+
+$loggingConfig = System::getEnv('_APP_LOGGING_CONFIG', '');
+
+if (\str_ends_with($_SERVER['SCRIPT_NAME'] ?? '', 'realtime.php')) {
+    $loggingConfig = System::getEnv('_APP_LOGGING_CONFIG_REALTIME', '') ?: $loggingConfig;
+}
+
+$addSentryExporter = function (string $loggingConfig, ?callable $sampler = null): void {
+    try {
+        $loggingProvider = new DSN($loggingConfig);
+        $providerName = $loggingProvider->getScheme();
+
+        if ($providerName !== 'sentry') {
+            throw new Exception(Exception::GENERAL_SERVER_ERROR, 'Logging provider not supported. Logging is disabled');
+        }
+
+        $dsn = 'https://' . $loggingProvider->getPassword() . '@' . $loggingProvider->getHost() . '/' . ($loggingProvider->getUser() ?? '');
+
+        Span::addExporter(
+            new Exporter\Sentry(
+                dsn: $dsn,
+                environment: System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging',
+                release: System::getEnv('_APP_VERSION', 'UNKNOWN'),
+                serverName: System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()),
+                classifier: fn (string $key): SentryField => match ($key) {
+                    'appwrite.error.action',
+                    'appwrite.error.publish',
+                    'code',
+                    'database',
+                    'dnsDomain',
+                    'embeddingModel',
+                    'error.code',
+                    'error.type',
+                    'hostname',
+                    'locale',
+                    'method',
+                    'projectId',
+                    'service',
+                    'type',
+                    'url',
+                    'userId',
+                    'verboseType' => SentryField::Tag,
+                    default => SentryField::Context,
+                },
+            ),
+            sampler: $sampler ?? fn (Span $span): bool => $span->getError() !== null
+                && $span->get('appwrite.error.publish') === true
+                && $span->get('appwrite.error.experimental') !== true,
+        );
+    } catch (Throwable $th) {
+        Console::warning('Failed to initialize logging provider: ' . $th->getMessage());
+    }
+};
+
+if (!empty($loggingConfig)) {
+    $addSentryExporter($loggingConfig);
+}
+
+$experimentalLoggingConfig = System::getEnv('_APP_EXPERIMENT_LOGGING_CONFIG', '');
+if (!empty($experimentalLoggingConfig)) {
+    $sampleRate = 0.01;
+    try {
+        $sampleRate = (float) (new DSN($experimentalLoggingConfig))->getParam('sample', $sampleRate);
+    } catch (Throwable) {
+    }
+
+    $addSentryExporter(
+        $experimentalLoggingConfig,
+        fn (Span $span): bool => $span->getError() !== null
+            && $span->get('appwrite.error.experimental') === true
+            && \mt_rand() / \mt_getrandmax() <= $sampleRate,
+    );
+}
+
 Span::addExporter(new Exporter\Pretty(), function (Span $span): bool {
     if (\str_starts_with($span->getAction(), 'listener.')) {
         return $span->getError() !== null;
diff --git a/app/init/worker/message.php b/app/init/worker/message.php
index dfe6af9bd9..b18c78d866 100644
--- a/app/init/worker/message.php
+++ b/app/init/worker/message.php
@@ -22,10 +22,10 @@ use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\DI\Container;
 use Utopia\DSN\DSN;
-use Utopia\Logger\Log;
 use Utopia\Pools\Group;
 use Utopia\Queue\Publisher;
 use Utopia\Registry\Registry;
+use Utopia\Span\Span;
 use Utopia\Storage\Device\Telemetry as TelemetryDevice;
 use Utopia\System\System;
 use Utopia\Telemetry\Adapter as Telemetry;
@@ -36,8 +36,6 @@ use Utopia\Telemetry\Adapter as Telemetry;
  * must be fresh for each worker job.
  */
 return function (Container $container): void {
-    $container->set('log', fn () => new Log(), []);
-
     $container->set('usage', fn () => new Context(), []);
 
     $container->set('authorization', function () {
@@ -352,51 +350,45 @@ return function (Container $container): void {
         return new TelemetryDevice($telemetry, getDevice(APP_STORAGE_CACHE . '/app-' . $project->getId()));
     }, ['project', 'telemetry']);
 
-    $container->set('logError', function (Registry $register, Document $project) {
-        return function (Throwable $error, string $namespace, string $action, ?array $extras = null) use ($register, $project) {
-            $logger = $register->get('logger');
+    $container->set('logError', function (Document $project) {
+        return function (Throwable $error, string $namespace, string $action, ?array $extras = null) use ($project) {
+            $span = Span::current();
+            $shouldFinish = false;
+            if ($span === null) {
+                $span = Span::init($action);
+                $shouldFinish = true;
+            }
 
-            if ($logger) {
-                $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
+            Span::add('level', 'error');
+            Span::add('logger', $namespace);
+            Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+            Span::add('release', System::getEnv('_APP_VERSION', 'UNKNOWN'));
+            Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+            Span::add('appwrite.error.publish', true);
+            Span::add('appwrite.error.action', $action);
+            Span::add('code', $error->getCode());
+            Span::add('verboseType', \get_class($error));
+            Span::add('projectId', $project->getId());
+            Span::add('error.message', $error->getMessage());
+            Span::add('error.file', $error->getFile());
+            Span::add('error.line', $error->getLine());
+            Span::add('error.trace', $error->getTraceAsString());
 
-                $log = new Log();
-                $log->setNamespace($namespace);
-                $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-                $log->setVersion($version);
-                $log->setType(Log::TYPE_ERROR);
-                $log->setMessage($error->getMessage());
-
-                $log->addTag('code', $error->getCode());
-                $log->addTag('verboseType', \get_class($error));
-                $log->addTag('projectId', $project->getId());
-
-                $log->addExtra('file', $error->getFile());
-                $log->addExtra('line', $error->getLine());
-                $log->addExtra('trace', $error->getTraceAsString());
-
-                if ($error->getPrevious() !== null) {
-                    if ($error->getPrevious()->getMessage() != $error->getMessage()) {
-                        $log->addExtra('previousMessage', $error->getPrevious()->getMessage());
-                    }
-                    $log->addExtra('previousFile', $error->getPrevious()->getFile());
-                    $log->addExtra('previousLine', $error->getPrevious()->getLine());
+            if ($error->getPrevious() !== null) {
+                if ($error->getPrevious()->getMessage() != $error->getMessage()) {
+                    Span::add('error.previous.message', $error->getPrevious()->getMessage());
                 }
+                Span::add('error.previous.file', $error->getPrevious()->getFile());
+                Span::add('error.previous.line', $error->getPrevious()->getLine());
+            }
 
-                foreach (($extras ?? []) as $key => $value) {
-                    $log->addExtra($key, $value);
-                }
+            foreach (($extras ?? []) as $key => $value) {
+                Span::add($key, \is_scalar($value) || $value === null ? $value : (\json_encode($value) ?: null));
+            }
 
-                $log->setAction($action);
-
-                $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-                $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-                try {
-                    $responseCode = $logger->addLog($log);
-                    Console::info('Error log pushed with status code: ' . $responseCode);
-                } catch (Throwable $th) {
-                    Console::error('Error pushing log: ' . $th->getMessage());
-                }
+            Span::error($error);
+            if ($shouldFinish) {
+                $span->finish();
             }
 
             Console::warning("Failed: {$error->getMessage()}");
@@ -409,7 +401,7 @@ return function (Container $container): void {
                 Console::warning("Previous File: {$error->getPrevious()->getFile()} Line: {$error->getPrevious()->getLine()}");
             }
         };
-    }, ['register', 'project']);
+    }, ['project']);
 
     $container->set('getAudit', function (Database $dbForPlatform, callable $getProjectDB) {
         return function (Document $project) use ($dbForPlatform, $getProjectDB) {
diff --git a/app/realtime.php b/app/realtime.php
index 352903d942..dd3ae2b0ac 100644
--- a/app/realtime.php
+++ b/app/realtime.php
@@ -35,7 +35,6 @@ use Utopia\Database\Query;
 use Utopia\Database\Validator\Authorization;
 use Utopia\DI\Container;
 use Utopia\DSN\DSN;
-use Utopia\Logger\Log;
 use Utopia\Pools\Group;
 use Utopia\Registry\Registry;
 use Utopia\Span\Span;
@@ -282,45 +281,39 @@ $server = new Server($adapter);
 if (!function_exists('logError')) {
     function logError(Throwable $error, string $action, array $tags = [], ?Document $project = null, ?Document $user = null, ?Authorization $authorization = null): void
     {
-        global $register;
-
-        $logger = $register->get('realtimeLogger');
-
-        if ($logger && !$error instanceof Exception) {
-            $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
-
-            $log = new Log();
-            $log->setNamespace("realtime");
-            $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-            $log->setVersion($version);
-            $log->setType(Log::TYPE_ERROR);
-            $log->setMessage($error->getMessage());
-
-            $log->addTag('code', $error->getCode());
-            $log->addTag('verboseType', get_class($error));
-            $log->addTag('projectId', $project?->getId() ?: 'n/a');
-            $log->addTag('userId', $user?->getId() ?: 'n/a');
-
-            foreach ($tags as $key => $value) {
-                $log->addTag($key, $value ?: 'n/a');
+        if (!$error instanceof Exception) {
+            $span = Span::current();
+            $shouldFinish = false;
+            if ($span === null) {
+                $span = Span::init($action);
+                $shouldFinish = true;
             }
 
-            $log->addExtra('file', $error->getFile());
-            $log->addExtra('line', $error->getLine());
-            $log->addExtra('trace', $error->getTraceAsString());
-            $log->addExtra('detailedTrace', $error->getTrace());
-            $log->addExtra('roles', $authorization?->getRoles() ?? []);
+            Span::add('level', 'error');
+            Span::add('logger', 'realtime');
+            Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+            Span::add('release', System::getEnv('_APP_VERSION', 'UNKNOWN'));
+            Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+            Span::add('appwrite.error.publish', true);
+            Span::add('appwrite.error.action', $action);
+            Span::add('code', $error->getCode());
+            Span::add('verboseType', get_class($error));
+            Span::add('projectId', $project?->getId() ?: 'n/a');
+            Span::add('userId', $user?->getId() ?: 'n/a');
 
-            $log->setAction($action);
+            foreach ($tags as $key => $value) {
+                Span::add($key, \is_scalar($value) ? ($value ?: 'n/a') : (\json_encode($value) ?: 'n/a'));
+            }
 
-            $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-            $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-            try {
-                $responseCode = $logger->addLog($log);
-                Console::info('Error log pushed with status code: ' . $responseCode);
-            } catch (Throwable $th) {
-                Console::error('Error pushing log: ' . $th->getMessage());
+            Span::add('error.message', $error->getMessage());
+            Span::add('error.file', $error->getFile());
+            Span::add('error.line', $error->getLine());
+            Span::add('error.trace', $error->getTraceAsString());
+            Span::add('error.detailedTrace', \json_encode($error->getTrace()) ?: null);
+            Span::add('roles', \json_encode($authorization?->getRoles() ?? []) ?: null);
+            Span::error($error);
+            if ($shouldFinish) {
+                $span->finish();
             }
         }
 
diff --git a/app/worker.php b/app/worker.php
index 12b822c4eb..ccddc9895b 100644
--- a/app/worker.php
+++ b/app/worker.php
@@ -9,13 +9,12 @@ use Swoole\Runtime;
 use Utopia\Console;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
-use Utopia\Logger\Log;
-use Utopia\Logger\Logger;
 use Utopia\Platform\Service;
 use Utopia\Pools\Group;
 use Utopia\Queue\Adapter\Swoole;
 use Utopia\Queue\Broker\Pool as BrokerPool;
 use Utopia\Queue\Server;
+use Utopia\Span\Span;
 use Utopia\System\System;
 
 Runtime::enableCoroutine();
@@ -35,8 +34,6 @@ $container->set('authorization', function () {
 
 $container->set('project', fn () => new Document([]), []);
 
-$container->set('log', fn () => new Log(), []);
-
 $container->set('consumer', function (Group $pools) {
     return new BrokerPool(consumer: $pools->get('consumer'));
 }, ['pools']);
@@ -113,37 +110,36 @@ try {
 $worker
     ->error()
     ->inject('error')
-    ->inject('logger')
-    ->inject('log')
     ->inject('project')
     ->inject('authorization')
-    ->action(function (Throwable $error, ?Logger $logger, Log $log, Document $project, Authorization $authorization) use ($queueName) {
+    ->action(function (Throwable $error, Document $project, Authorization $authorization) use ($queueName) {
         $version = System::getEnv('_APP_VERSION', 'UNKNOWN');
+        $action = 'appwrite-queue-' . $queueName;
+        $span = Span::current();
+        $shouldFinish = false;
+        if ($span === null) {
+            $span = Span::init($action);
+            $shouldFinish = true;
+        }
 
-        if ($logger) {
-            $log->setNamespace('appwrite-worker');
-            $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-            $log->setVersion($version);
-            $log->setType(Log::TYPE_ERROR);
-            $log->setMessage($error->getMessage());
-            $log->setAction('appwrite-queue-' . $queueName);
-            $log->addTag('verboseType', get_class($error));
-            $log->addTag('code', $error->getCode());
-            $log->addTag('projectId', $project->getId());
-            $log->addExtra('file', $error->getFile());
-            $log->addExtra('line', $error->getLine());
-            $log->addExtra('trace', $error->getTraceAsString());
-            $log->addExtra('roles', $authorization->getRoles());
-
-            $isProduction = System::getEnv('_APP_ENV', 'development') === 'production';
-            $log->setEnvironment($isProduction ? Log::ENVIRONMENT_PRODUCTION : Log::ENVIRONMENT_STAGING);
-
-            try {
-                $responseCode = $logger->addLog($log);
-                Console::info('Error log pushed with status code: ' . $responseCode);
-            } catch (Throwable $th) {
-                Console::error('Error pushing log: ' . $th->getMessage());
-            }
+        Span::add('level', 'error');
+        Span::add('logger', 'appwrite-worker');
+        Span::add('server.name', System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
+        Span::add('release', $version);
+        Span::add('environment', System::getEnv('_APP_ENV', 'development') === 'production' ? 'production' : 'staging');
+        Span::add('appwrite.error.publish', true);
+        Span::add('appwrite.error.action', $action);
+        Span::add('verboseType', get_class($error));
+        Span::add('code', $error->getCode());
+        Span::add('projectId', $project->getId());
+        Span::add('error.message', $error->getMessage());
+        Span::add('error.file', $error->getFile());
+        Span::add('error.line', $error->getLine());
+        Span::add('error.trace', $error->getTraceAsString());
+        Span::add('roles', \json_encode($authorization->getRoles()) ?: null);
+        Span::error($error);
+        if ($shouldFinish) {
+            $span->finish();
         }
 
         Console::error('[Error] Type: ' . get_class($error));
diff --git a/composer.json b/composer.json
index 683da6f21b..1f660a87d4 100644
--- a/composer.json
+++ b/composer.json
@@ -72,7 +72,6 @@
         "utopia-php/validators": "0.2.*",
         "utopia-php/image": "0.8.*",
         "utopia-php/locale": "0.8.*",
-        "utopia-php/logger": "0.6.*",
         "utopia-php/messaging": "0.22.*",
         "utopia-php/migration": "1.9.*",
         "utopia-php/platform": "0.13.*",
diff --git a/composer.lock b/composer.lock
index 50b6355c46..b73808be3a 100644
--- a/composer.lock
+++ b/composer.lock
@@ -4,7 +4,7 @@
         "Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies",
         "This file is @generated automatically"
     ],
-    "content-hash": "4bee36b21a57e754d2b3417e72dc9599",
+    "content-hash": "788e59ef0f1f12947b5c3700f905c635",
     "packages": [
         {
             "name": "adhocore/jwt",
@@ -4423,60 +4423,6 @@
             },
             "time": "2025-08-12T12:58:26+00:00"
         },
-        {
-            "name": "utopia-php/logger",
-            "version": "0.6.2",
-            "source": {
-                "type": "git",
-                "url": "https://github.com/utopia-php/logger.git",
-                "reference": "25b5bd2ad8bb51292f76332faa7034644fd0941d"
-            },
-            "dist": {
-                "type": "zip",
-                "url": "https://api.github.com/repos/utopia-php/logger/zipball/25b5bd2ad8bb51292f76332faa7034644fd0941d",
-                "reference": "25b5bd2ad8bb51292f76332faa7034644fd0941d",
-                "shasum": ""
-            },
-            "require": {
-                "php": ">=8.0"
-            },
-            "require-dev": {
-                "laravel/pint": "1.2.*",
-                "phpstan/phpstan": "1.9.x-dev",
-                "phpunit/phpunit": "^9.3",
-                "vimeo/psalm": "4.0.1"
-            },
-            "type": "library",
-            "autoload": {
-                "psr-4": {
-                    "Utopia\\Logger\\": "src/Logger"
-                }
-            },
-            "notification-url": "https://packagist.org/downloads/",
-            "license": [
-                "MIT"
-            ],
-            "description": "Utopia Logger library is simple and lite library for logging information, such as errors or warnings. This library is aiming to be as simple and easy to learn and use.",
-            "keywords": [
-                "appsignal",
-                "errors",
-                "framework",
-                "logger",
-                "logging",
-                "logs",
-                "php",
-                "raygun",
-                "sentry",
-                "upf",
-                "utopia",
-                "warnings"
-            ],
-            "support": {
-                "issues": "https://github.com/utopia-php/logger/issues",
-                "source": "https://github.com/utopia-php/logger/tree/0.6.2"
-            },
-            "time": "2024-10-14T16:02:49+00:00"
-        },
         {
             "name": "utopia-php/messaging",
             "version": "0.22.0",
diff --git a/src/Appwrite/Certificates/Adapter.php b/src/Appwrite/Certificates/Adapter.php
index 47d865ad08..6e747629d2 100644
--- a/src/Appwrite/Certificates/Adapter.php
+++ b/src/Appwrite/Certificates/Adapter.php
@@ -2,8 +2,6 @@
 
 namespace Appwrite\Certificates;
 
-use Utopia\Logger\Log;
-
 interface Adapter
 {
     public function issueCertificate(string $certName, string $domain, ?string $domainType): ?string;
@@ -12,7 +10,7 @@ interface Adapter
 
     public function getCertificateStatus(string $domain, ?string $domainType): string;
 
-    public function isRenewRequired(string $domain, ?string $domainType, Log $log): bool;
+    public function isRenewRequired(string $domain, ?string $domainType): bool;
 
     public function deleteCertificate(string $domain): void;
 }
diff --git a/src/Appwrite/Certificates/LetsEncrypt.php b/src/Appwrite/Certificates/LetsEncrypt.php
index 001d04941e..5a186ea0bc 100644
--- a/src/Appwrite/Certificates/LetsEncrypt.php
+++ b/src/Appwrite/Certificates/LetsEncrypt.php
@@ -7,7 +7,7 @@ use Exception;
 use Utopia\Console;
 use Utopia\Database\DateTime;
 use Utopia\Http\Http;
-use Utopia\Logger\Log;
+use Utopia\Span\Span;
 
 class LetsEncrypt implements Adapter
 {
@@ -95,7 +95,7 @@ class LetsEncrypt implements Adapter
         throw new CertificateStatusException('Certificate status retrieval is not supported for LetsEncrypt.');
     }
 
-    public function isRenewRequired(string $domain, ?string $domainType, Log $log): bool
+    public function isRenewRequired(string $domain, ?string $domainType): bool
     {
         $certPath = APP_STORAGE_CERTIFICATES . '/' . $domain . '/cert.pem';
         if (\file_exists($certPath)) {
@@ -103,15 +103,15 @@ class LetsEncrypt implements Adapter
             $validTo = $certData['validTo_time_t'] ?? 0;
 
             if (empty($validTo)) {
-                $log->addTag('certificateDomain', $domain);
+                Span::add('certificateDomain', $domain);
                 throw new Exception('Unable to read certificate file (cert.pem).');
             }
 
             // LetsEncrypt allows renewal 30 days before expiry
             $expiryInAdvance = (60 * 60 * 24 * 30);
             if ($validTo - $expiryInAdvance > \time()) {
-                $log->addTag('certificateDomain', $domain);
-                $log->addExtra('certificateData', \is_array($certData) ? \json_encode($certData) : \strval($certData));
+                Span::add('certificateDomain', $domain);
+                Span::add('certificateData', \is_array($certData) ? \json_encode($certData) : \strval($certData));
                 return false;
             }
         }
diff --git a/src/Appwrite/Platform/Modules/Avatars/Http/Action.php b/src/Appwrite/Platform/Modules/Avatars/Http/Action.php
index d6b58b33dd..0b3766ff15 100644
--- a/src/Appwrite/Platform/Modules/Avatars/Http/Action.php
+++ b/src/Appwrite/Platform/Modules/Avatars/Http/Action.php
@@ -12,7 +12,6 @@ use Utopia\Database\DateTime;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\Image\Image;
-use Utopia\Logger\Logger;
 
 class Action extends PlatformAction
 {
@@ -57,7 +56,7 @@ class Action extends PlatformAction
         unset($image);
     }
 
-    protected function getUserGitHub(string $userId, Document $project, Database $dbForProject, Database $dbForPlatform, ?Logger $logger, Authorization $authorization): array
+    protected function getUserGitHub(string $userId, Document $project, Database $dbForProject, Database $dbForPlatform, Authorization $authorization): array
     {
         try {
             $user = $authorization->skip(fn () => $dbForPlatform->getDocument('users', $userId));
diff --git a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Back/Get.php b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Back/Get.php
index a6a013ef21..bef94b57f3 100644
--- a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Back/Get.php
+++ b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Back/Get.php
@@ -12,7 +12,6 @@ use Utopia\Database\Database;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Logger;
 use Utopia\Platform\Action as UtopiaAction;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\Validator\Range;
@@ -52,12 +51,11 @@ class Get extends Action
             ->inject('heroes')
             ->inject('contributors')
             ->inject('employees')
-            ->inject('logger')
             ->inject('authorization')
             ->callback($this->action(...));
     }
 
-    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, ?Logger $logger, Authorization $authorization)
+    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, Authorization $authorization)
     {
         $user = $authorization->skip(fn () => $dbForPlatform->getDocument('users', $userId));
 
@@ -69,7 +67,7 @@ class Get extends Action
             $userId = $user->getId();
             $email = $user->getAttribute('email', '');
 
-            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $logger, $authorization);
+            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $authorization);
             $githubId = $gitHub['id'] ?? '';
 
             $isHero = \array_key_exists($email, $heroes);
diff --git a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Front/Get.php b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Front/Get.php
index d0c600192b..be4bc97c2e 100644
--- a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Front/Get.php
+++ b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/Front/Get.php
@@ -12,7 +12,6 @@ use Utopia\Database\Database;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Logger;
 use Utopia\Platform\Action as UtopiaAction;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\Validator\Range;
@@ -52,12 +51,11 @@ class Get extends Action
             ->inject('heroes')
             ->inject('contributors')
             ->inject('employees')
-            ->inject('logger')
             ->inject('authorization')
             ->callback($this->action(...));
     }
 
-    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, ?Logger $logger, Authorization $authorization)
+    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, Authorization $authorization)
     {
         $user = $authorization->skip(fn () => $dbForPlatform->getDocument('users', $userId));
 
@@ -70,7 +68,7 @@ class Get extends Action
             $email = $user->getAttribute('email', '');
             $createdAt = new \DateTime($user->getCreatedAt());
 
-            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $logger, $authorization);
+            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $authorization);
             $githubName = $gitHub['name'] ?? '';
             $githubId = $gitHub['id'] ?? '';
 
diff --git a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/OG/Get.php b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/OG/Get.php
index ad74d6c192..850a8a2df4 100644
--- a/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/OG/Get.php
+++ b/src/Appwrite/Platform/Modules/Avatars/Http/Cards/Cloud/OG/Get.php
@@ -12,7 +12,6 @@ use Utopia\Database\Database;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\Authorization;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Logger;
 use Utopia\Platform\Action as UtopiaAction;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\Validator\Range;
@@ -52,12 +51,11 @@ class Get extends Action
             ->inject('heroes')
             ->inject('contributors')
             ->inject('employees')
-            ->inject('logger')
             ->inject('authorization')
             ->callback($this->action(...));
     }
 
-    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, ?Logger $logger, Authorization $authorization)
+    public function action(string $userId, string $mock, int $width, int $height, Document $user, Document $project, Database $dbForProject, Database $dbForPlatform, Response $response, array $heroes, array $contributors, array $employees, Authorization $authorization)
     {
         $user = $authorization->skip(fn () => $dbForPlatform->getDocument('users', $userId));
 
@@ -74,7 +72,7 @@ class Get extends Action
             $email = $user->getAttribute('email', '');
             $createdAt = new \DateTime($user->getCreatedAt());
 
-            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $logger, $authorization);
+            $gitHub = $this->getUserGitHub($user->getId(), $project, $dbForProject, $dbForPlatform, $authorization);
             $githubName = $gitHub['name'] ?? '';
             $githubId = $gitHub['id'] ?? '';
 
diff --git a/src/Appwrite/Platform/Modules/Databases/Http/VectorsDB/Embeddings/Text/Create.php b/src/Appwrite/Platform/Modules/Databases/Http/VectorsDB/Embeddings/Text/Create.php
index 8a7137e38b..457861b1e4 100644
--- a/src/Appwrite/Platform/Modules/Databases/Http/VectorsDB/Embeddings/Text/Create.php
+++ b/src/Appwrite/Platform/Modules/Databases/Http/VectorsDB/Embeddings/Text/Create.php
@@ -14,9 +14,7 @@ use Utopia\Agents\Adapters\Ollama;
 use Utopia\Agents\Agent;
 use Utopia\Database\Document;
 use Utopia\Http\Adapter\Swoole\Response as SwooleResponse;
-use Utopia\Logger\Log;
-use Utopia\Logger\Logger;
-use Utopia\System\System;
+use Utopia\Span\Span;
 use Utopia\Validator\ArrayList;
 use Utopia\Validator\Text;
 use Utopia\Validator\WhiteList;
@@ -79,12 +77,10 @@ class Create extends CreateDocumentAction
             ->inject('project')
             ->inject('embeddingAgent')
             ->inject('usage')
-            ->inject('log')
-            ->inject('logger')
             ->callback($this->action(...));
     }
 
-    public function action(array $texts, string $model, UtopiaResponse $response, Document $project, Agent $embeddingAgent, Context $usage, Log $log, ?Logger $logger): void
+    public function action(array $texts, string $model, UtopiaResponse $response, Document $project, Agent $embeddingAgent, Context $usage): void
     {
         $results = [];
         $embeddingAgent->getAdapter()->setModel($model);
@@ -104,23 +100,18 @@ class Create extends CreateDocumentAction
             } catch (\Exception $e) {
                 $error = 'Error while generating embedding';
                 $totalErrors += 1;
-                if ($logger) {
-                    $log->setNamespace("http");
-                    $log->setServer(System::getEnv('_APP_LOGGING_SERVICE_IDENTIFIER', \gethostname()));
-                    $log->setVersion(System::getEnv('_APP_VERSION', 'UNKNOWN'));
-                    $log->setType(Log::TYPE_ERROR);
-                    $log->setMessage($e->getMessage());
-
-                    $log->addTag('embeddingModel', $model);
-                    $log->addTag('code', $e->getCode());
-                    $log->addTag('projectId', $project->getId());
-
-                    $log->addExtra('file', $e->getFile());
-                    $log->addExtra('line', $e->getLine());
-                    $log->addExtra('trace', $e->getTraceAsString());
-
-                    $logger->addLog($log);
-                }
+                Span::add('level', 'error');
+                Span::add('logger', 'http');
+                Span::add('appwrite.error.publish', true);
+                Span::add('appwrite.error.action', 'vectorsDB.createTextEmbeddings');
+                Span::add('embeddingModel', $model);
+                Span::add('code', $e->getCode());
+                Span::add('projectId', $project->getId());
+                Span::add('error.message', $e->getMessage());
+                Span::add('error.file', $e->getFile());
+                Span::add('error.line', $e->getLine());
+                Span::add('error.trace', $e->getTraceAsString());
+                Span::error($e);
             }
 
             $results[] = new Document([
diff --git a/src/Appwrite/Platform/Modules/Databases/Workers/Databases.php b/src/Appwrite/Platform/Modules/Databases/Workers/Databases.php
index 39902aea53..63cd630424 100644
--- a/src/Appwrite/Platform/Modules/Databases/Workers/Databases.php
+++ b/src/Appwrite/Platform/Modules/Databases/Workers/Databases.php
@@ -14,9 +14,9 @@ use Utopia\Database\Exception\NotFound;
 use Utopia\Database\Exception\Restricted;
 use Utopia\Database\Exception\Structure;
 use Utopia\Database\Query;
-use Utopia\Logger\Log;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
+use Utopia\Span\Span;
 
 class Databases extends Action
 {
@@ -38,7 +38,6 @@ class Databases extends Action
             ->inject('dbForProject')
             ->inject('getDatabasesDB')
             ->inject('queueForRealtime')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
@@ -48,11 +47,10 @@ class Databases extends Action
      * @param Database $dbForPlatform
      * @param Database $dbForProject
      * @param Realtime $queueForRealtime
-     * @param Log $log
      * @return void
      * @throws \Exception
      */
-    public function action(Message $message, Document $project, Database $dbForPlatform, Database $dbForProject, callable $getDatabasesDB, Realtime $queueForRealtime, Log $log): void
+    public function action(Message $message, Document $project, Database $dbForPlatform, Database $dbForProject, callable $getDatabasesDB, Realtime $queueForRealtime): void
     {
         $payload = $message->getPayload();
 
@@ -68,14 +66,14 @@ class Databases extends Action
          * @var Database $dbForDatabases
          */
         $dbForDatabases = $getDatabasesDB($database);
-        $log->addTag('projectId', $project->getId());
-        $log->addTag('type', $type);
+        Span::add('projectId', $project->getId());
+        Span::add('type', $type);
 
         if ($database->isEmpty()) {
             throw new Exception('Missing database');
         }
 
-        $log->addTag('databaseId', $database->getId());
+        Span::add('databaseId', $database->getId());
 
         match (\strval($type)) {
             DATABASE_TYPE_DELETE_DATABASE => $this->deleteDatabase($database, $dbForProject, $dbForDatabases),
diff --git a/src/Appwrite/Platform/Modules/Functions/Workers/Builds.php b/src/Appwrite/Platform/Modules/Functions/Workers/Builds.php
index 352fb56e28..5fd8bcca47 100644
--- a/src/Appwrite/Platform/Modules/Functions/Workers/Builds.php
+++ b/src/Appwrite/Platform/Modules/Functions/Workers/Builds.php
@@ -31,9 +31,9 @@ use Utopia\Database\Query;
 use Utopia\Detector\Detection\Rendering\SSR;
 use Utopia\Detector\Detection\Rendering\XStatic;
 use Utopia\Detector\Detector\Rendering;
-use Utopia\Logger\Log;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
+use Utopia\Span\Span;
 use Utopia\Storage\Device;
 use Utopia\Storage\Device\Local;
 use Utopia\System\System;
@@ -70,7 +70,6 @@ class Builds extends Action
             ->inject('deviceForSites')
             ->inject('isResourceBlocked')
             ->inject('deviceForFiles')
-            ->inject('log')
             ->inject('executor')
             ->inject('plan')
             ->callback($this->action(...));
@@ -96,7 +95,6 @@ class Builds extends Action
         Device $deviceForSites,
         callable $isResourceBlocked,
         Device $deviceForFiles,
-        Log $log,
         Executor $executor,
         array $plan
     ): void {
@@ -114,8 +112,8 @@ class Builds extends Action
         $template = new Document($payload['template'] ?? []);
         $platform = $payload['platform'] ?? Config::getParam('platform', []);
 
-        $log->addTag('projectId', $project->getId());
-        $log->addTag('type', $type);
+        Span::add('projectId', $project->getId());
+        Span::add('type', $type);
 
         switch ($type) {
             case BUILD_TYPE_DEPLOYMENT:
@@ -141,7 +139,6 @@ class Builds extends Action
                     $deployment,
                     $template,
                     $isResourceBlocked,
-                    $log,
                     $executor,
                     $plan,
                     $platform,
@@ -177,7 +174,6 @@ class Builds extends Action
         Document $deployment,
         Document $template,
         callable $isResourceBlocked,
-        Log $log,
         Executor $executor,
         array $plan,
         array $platform,
@@ -199,7 +195,7 @@ class Builds extends Action
             'functions' => $deviceForFunctions,
         };
 
-        $log->addTag($resourceKey, $resource->getId());
+        Span::add($resourceKey, $resource->getId());
 
         $resource = $dbForProject->getDocument($resource->getCollection(), $resource->getId());
         if ($resource->isEmpty()) {
@@ -210,7 +206,7 @@ class Builds extends Action
             throw new \Exception('Resource is blocked');
         }
 
-        $log->addTag('deploymentId', $deployment->getId());
+        Span::add('deploymentId', $deployment->getId());
 
         $deployment = $dbForProject->getDocument('deployments', $deployment->getId());
         if ($deployment->isEmpty()) {
diff --git a/src/Appwrite/Platform/Modules/Proxy/Action.php b/src/Appwrite/Platform/Modules/Proxy/Action.php
index 8baf54c790..c87ef73c18 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Action.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Action.php
@@ -8,7 +8,7 @@ use Appwrite\Platform\Action as PlatformAction;
 use Utopia\Database\Document;
 use Utopia\DNS\Message\Record;
 use Utopia\Domains\Domain;
-use Utopia\Logger\Log;
+use Utopia\Span\Span;
 use Utopia\System\System;
 use Utopia\Validator\AnyOf;
 use Utopia\Validator\Domain as ValidatorDomain;
@@ -91,10 +91,9 @@ class Action extends PlatformAction
      * Verify or re-verify a rule
      *
      * @param Document $rule Rule to verify
-     * @param Log|null $log Log instance to add timings to
      * @return void
      */
-    protected function verifyRule(Document $rule, ?Log $log = null): void
+    protected function verifyRule(Document $rule): void
     {
         $dnsValidatorClass = $this->dnsValidatorClass;
         $dnsEnv = System::getEnv('_APP_DNS', '8.8.8.8');
@@ -117,10 +116,8 @@ class Action extends PlatformAction
             $validationStart = \microtime(true);
             $validator = new $dnsValidatorClass($caaTarget, Record::TYPE_CAA, $dnsServers);
             if (!$validator->isValid($domain->get())) {
-                if (!\is_null($log)) {
-                    $log->addExtra('dnsTimingCaa', \strval(\microtime(true) - $validationStart));
-                    $log->addTag('dnsDomain', $domain->get());
-                }
+                Span::add('dnsTimingCaa', \strval(\microtime(true) - $validationStart));
+                Span::add('dnsDomain', $domain->get());
                 throw new Exception(Exception::RULE_VERIFICATION_FAILED, $validator->getDescription());
             }
         }
@@ -200,10 +197,8 @@ class Action extends PlatformAction
 
         $validationStart = \microtime(true);
         if (!$validator->isValid($domain->get())) {
-            if (!\is_null($log)) {
-                $log->addExtra('dnsTiming', \strval(\microtime(true) - $validationStart));
-                $log->addTag('dnsDomain', $domain->get());
-            }
+            Span::add('dnsTiming', \strval(\microtime(true) - $validationStart));
+            Span::add('dnsDomain', $domain->get());
             throw new Exception(Exception::RULE_VERIFICATION_FAILED, $mainValidator->getDescription());
         }
     }
diff --git a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/API/Create.php b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/API/Create.php
index a6a3e44194..5a218bbaae 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/API/Create.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/API/Create.php
@@ -14,7 +14,6 @@ use Utopia\Database\Database;
 use Utopia\Database\Document;
 use Utopia\Database\Exception\Duplicate;
 use Utopia\Database\Helpers\ID;
-use Utopia\Logger\Log;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\System\System;
 use Utopia\Validator\Domain as ValidatorDomain;
@@ -66,11 +65,10 @@ class Create extends Action
             ->inject('queueForEvents')
             ->inject('dbForPlatform')
             ->inject('platform')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
-    public function action(string $domain, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, array $platform, Log $log)
+    public function action(string $domain, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, array $platform)
     {
         $this->validateDomainRestrictions($domain, $platform);
 
@@ -100,7 +98,7 @@ class Create extends Action
 
         if ($rule->getAttribute('status', '') === RULE_STATUS_CREATED) {
             try {
-                $this->verifyRule($rule, $log);
+                $this->verifyRule($rule);
                 $rule->setAttribute('status', RULE_STATUS_CERTIFICATE_GENERATING);
             } catch (Exception $err) {
                 $rule->setAttribute('logs', $err->getMessage());
diff --git a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Function/Create.php b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Function/Create.php
index 4a8bd4897e..86dc238766 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Function/Create.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Function/Create.php
@@ -15,7 +15,6 @@ use Utopia\Database\Document;
 use Utopia\Database\Exception\Duplicate;
 use Utopia\Database\Helpers\ID;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Log;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\System\System;
 use Utopia\Validator\Domain as ValidatorDomain;
@@ -71,11 +70,10 @@ class Create extends Action
             ->inject('dbForPlatform')
             ->inject('dbForProject')
             ->inject('platform')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
-    public function action(string $domain, string $functionId, string $branch, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform, Log $log)
+    public function action(string $domain, string $functionId, string $branch, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform)
     {
         $this->validateDomainRestrictions($domain, $platform);
 
@@ -118,7 +116,7 @@ class Create extends Action
 
         if ($rule->getAttribute('status', '') === RULE_STATUS_CREATED) {
             try {
-                $this->verifyRule($rule, $log);
+                $this->verifyRule($rule);
                 $rule->setAttribute('status', RULE_STATUS_CERTIFICATE_GENERATING);
             } catch (Exception $err) {
                 $rule->setAttribute('logs', $err->getMessage());
diff --git a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Redirect/Create.php b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Redirect/Create.php
index 5964a20772..7205a9d855 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Redirect/Create.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Redirect/Create.php
@@ -15,7 +15,6 @@ use Utopia\Database\Document;
 use Utopia\Database\Exception\Duplicate;
 use Utopia\Database\Helpers\ID;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Log;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\System\System;
 use Utopia\Validator\Domain as ValidatorDomain;
@@ -74,11 +73,10 @@ class Create extends Action
             ->inject('dbForPlatform')
             ->inject('dbForProject')
             ->inject('platform')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
-    public function action(string $domain, string $url, int $statusCode, string $resourceId, string $resourceType, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform, Log $log)
+    public function action(string $domain, string $url, int $statusCode, string $resourceId, string $resourceType, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform)
     {
         $this->validateDomainRestrictions($domain, $platform);
 
@@ -123,7 +121,7 @@ class Create extends Action
 
         if ($rule->getAttribute('status', '') === RULE_STATUS_CREATED) {
             try {
-                $this->verifyRule($rule, $log);
+                $this->verifyRule($rule);
                 $rule->setAttribute('status', RULE_STATUS_CERTIFICATE_GENERATING);
             } catch (Exception $err) {
                 $rule->setAttribute('logs', $err->getMessage());
diff --git a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Site/Create.php b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Site/Create.php
index a9dfa93a49..8fcec1203d 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Site/Create.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Site/Create.php
@@ -15,7 +15,6 @@ use Utopia\Database\Document;
 use Utopia\Database\Exception\Duplicate;
 use Utopia\Database\Helpers\ID;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Log;
 use Utopia\Platform\Scope\HTTP;
 use Utopia\System\System;
 use Utopia\Validator\Domain as ValidatorDomain;
@@ -71,11 +70,10 @@ class Create extends Action
             ->inject('dbForPlatform')
             ->inject('dbForProject')
             ->inject('platform')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
-    public function action(string $domain, string $siteId, ?string $branch, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform, Log $log)
+    public function action(string $domain, string $siteId, ?string $branch, Response $response, Document $project, Certificate $publisherForCertificates, Event $queueForEvents, Database $dbForPlatform, Database $dbForProject, array $platform)
     {
         $this->validateDomainRestrictions($domain, $platform);
 
@@ -118,7 +116,7 @@ class Create extends Action
 
         if ($rule->getAttribute('status', '') === RULE_STATUS_CREATED) {
             try {
-                $this->verifyRule($rule, $log);
+                $this->verifyRule($rule);
                 $rule->setAttribute('status', RULE_STATUS_CERTIFICATE_GENERATING);
             } catch (Exception $err) {
                 $rule->setAttribute('logs', $err->getMessage());
diff --git a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Verification/Update.php b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Verification/Update.php
index 9e81f6ff18..85fd332bbd 100644
--- a/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Verification/Update.php
+++ b/src/Appwrite/Platform/Modules/Proxy/Http/Rules/Verification/Update.php
@@ -14,7 +14,6 @@ use Utopia\Database\Database;
 use Utopia\Database\DateTime;
 use Utopia\Database\Document;
 use Utopia\Database\Validator\UID;
-use Utopia\Logger\Log;
 use Utopia\Platform\Scope\HTTP;
 
 class Update extends Action
@@ -60,7 +59,6 @@ class Update extends Action
             ->inject('queueForEvents')
             ->inject('project')
             ->inject('dbForPlatform')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
@@ -70,8 +68,7 @@ class Update extends Action
         Certificate $publisherForCertificates,
         Event $queueForEvents,
         Document $project,
-        Database $dbForPlatform,
-        Log $log
+        Database $dbForPlatform
     ) {
         $rule = $dbForPlatform->getDocument('rules', $ruleId);
 
@@ -88,7 +85,7 @@ class Update extends Action
         }
 
         try {
-            $this->verifyRule($rule, $log);
+            $this->verifyRule($rule);
             // Reset logs and status for the rule
             $rule = $dbForPlatform->updateDocument('rules', $rule->getId(), new Document([
                 'logs' => '',
diff --git a/src/Appwrite/Platform/Tasks/Doctor.php b/src/Appwrite/Platform/Tasks/Doctor.php
index 3eeaa95e64..46324faa19 100644
--- a/src/Appwrite/Platform/Tasks/Doctor.php
+++ b/src/Appwrite/Platform/Tasks/Doctor.php
@@ -11,7 +11,6 @@ use Utopia\Database\Adapter\Pool as DatabasePool;
 use Utopia\Domains\Domain;
 use Utopia\DSN\DSN;
 use Utopia\Http\Http;
-use Utopia\Logger\Logger;
 use Utopia\Messaging\Adapter\Email as EmailAdapter;
 use Utopia\Messaging\Messages\Email as EmailMessage;
 use Utopia\Platform\Action;
@@ -129,7 +128,7 @@ class Doctor extends Action
 
             $providerName = $loggingProvider->getScheme();
 
-            if (empty($providerName) || !Logger::hasProvider($providerName)) {
+            if ($providerName !== 'sentry') {
                 Console::log('🔴 Logging adapter is disabled');
             } else {
                 Console::log('🟢 Logging adapter is enabled (' . $providerName . ')');
diff --git a/src/Appwrite/Platform/Workers/Certificates.php b/src/Appwrite/Platform/Workers/Certificates.php
index 4d04a3c92c..a197648d9b 100644
--- a/src/Appwrite/Platform/Workers/Certificates.php
+++ b/src/Appwrite/Platform/Workers/Certificates.php
@@ -28,8 +28,8 @@ use Utopia\Database\Query;
 use Utopia\Database\Validator\Authorization as ValidatorAuthorization;
 use Utopia\Domains\Domain;
 use Utopia\Locale\Locale;
-use Utopia\Logger\Log;
 use Utopia\Queue\Message;
+use Utopia\Span\Span;
 use Utopia\System\System;
 
 class Certificates extends Action
@@ -56,7 +56,6 @@ class Certificates extends Action
             ->inject('queueForFunctions')
             ->inject('queueForRealtime')
             ->inject('publisherForCertificates')
-            ->inject('log')
             ->inject('certificates')
             ->inject('plan')
             ->inject('authorization')
@@ -72,7 +71,6 @@ class Certificates extends Action
      * @param Func $queueForFunctions
      * @param Realtime $queueForRealtime
      * @param Certificate $publisherForCertificates
-     * @param Log $log
      * @param CertificatesAdapter $certificates
      * @param array $plan
      * @param ValidatorAuthorization $authorization
@@ -89,7 +87,6 @@ class Certificates extends Action
         Func $queueForFunctions,
         Realtime $queueForRealtime,
         Certificate $publisherForCertificates,
-        Log $log,
         CertificatesAdapter $certificates,
         array $plan,
         ValidatorAuthorization $authorization,
@@ -108,15 +105,15 @@ class Certificates extends Action
         $validationDomain = $certificateMessage->validationDomain;
         $action = $certificateMessage->action;
 
-        $log->addTag('domain', $domain->get());
+        Span::add('domain', $domain->get());
 
         switch ($action) {
             case \Appwrite\Event\Certificate::ACTION_DOMAIN_VERIFICATION:
-                $this->handleDomainVerificationAction($domain, $dbForPlatform, $queueForEvents, $queueForWebhooks, $queueForFunctions, $queueForRealtime, $publisherForCertificates, $log, $authorization, $validationDomain);
+                $this->handleDomainVerificationAction($domain, $dbForPlatform, $queueForEvents, $queueForWebhooks, $queueForFunctions, $queueForRealtime, $publisherForCertificates, $authorization, $validationDomain);
                 break;
 
             case \Appwrite\Event\Certificate::ACTION_GENERATION:
-                $this->handleCertificateGenerationAction($domain, $domainType, $dbForPlatform, $queueForMails, $queueForEvents, $queueForWebhooks, $queueForFunctions, $queueForRealtime, $log, $certificates, $authorization, $skipRenewCheck, $plan, $validationDomain);
+                $this->handleCertificateGenerationAction($domain, $domainType, $dbForPlatform, $queueForMails, $queueForEvents, $queueForWebhooks, $queueForFunctions, $queueForRealtime, $certificates, $authorization, $skipRenewCheck, $plan, $validationDomain);
                 break;
 
             default:
@@ -132,7 +129,6 @@ class Certificates extends Action
      * @param Func $queueForFunctions
      * @param Realtime $queueForRealtime
      * @param Certificate $publisherForCertificates
-     * @param Log $log
      * @param ValidatorAuthorization $authorization
      * @param string|null $validationDomain
      * @return void
@@ -148,7 +144,6 @@ class Certificates extends Action
         Func $queueForFunctions,
         Realtime $queueForRealtime,
         Certificate $publisherForCertificates,
-        Log $log,
         ValidatorAuthorization $authorization,
         ?string $validationDomain = null
     ): void {
@@ -170,7 +165,7 @@ class Certificates extends Action
 
         try {
             // Verify DNS records
-            $this->validateDomain($rule, $domain, $log, $validationDomain);
+            $this->validateDomain($rule, $domain, $validationDomain);
             // Reset logs and status for the rule
             $rule->setAttribute('logs', '');
             $rule->setAttribute('status', RULE_STATUS_CERTIFICATE_GENERATING);
@@ -214,7 +209,6 @@ class Certificates extends Action
      * @param Webhook $queueForWebhooks
      * @param Func $queueForFunctions
      * @param Realtime $queueForRealtime
-     * @param Log $log
      * @param CertificatesAdapter $certificates
      * @param ValidatorAuthorization $authorization
      * @param bool $skipRenewCheck
@@ -238,7 +232,6 @@ class Certificates extends Action
         Webhook $queueForWebhooks,
         Func $queueForFunctions,
         Realtime $queueForRealtime,
-        Log $log,
         CertificatesAdapter $certificates,
         ValidatorAuthorization $authorization,
         bool $skipRenewCheck = false,
@@ -311,10 +304,10 @@ class Certificates extends Action
 
             // Validate domain and DNS records. Skip if job is forced
             if (!$skipRenewCheck) {
-                $this->validateDomain($rule, $domain, $log, $validationDomain);
+                $this->validateDomain($rule, $domain, $validationDomain);
 
                 // If certificate exists already, double-check expiry date. Skip if job is forced
-                if (!$certificates->isRenewRequired($domain->get(), $domainType, $log)) {
+                if (!$certificates->isRenewRequired($domain->get(), $domainType)) {
                     Console::info("Skipping, renew isn't required");
                     return;
                 }
@@ -476,13 +469,12 @@ class Certificates extends Action
      *
      * @param Document $rule Rule to validate
      * @param Domain $domain Domain to validate
-     * @param Log $log Logger for adding metrics
      * @param string|null $validationDomain Override for main domain check
      *
      * @return void
      * @throws Exception
      */
-    private function validateDomain(Document $rule, Domain $domain, Log $log, ?string $validationDomain = null): void
+    private function validateDomain(Document $rule, Domain $domain, ?string $validationDomain = null): void
     {
         $mainDomain = $validationDomain ?? $this->getMainDomain();
         $isMainDomain = !isset($mainDomain) || $domain->get() === $mainDomain;
@@ -494,7 +486,7 @@ class Certificates extends Action
         }
 
         try {
-            $this->verifyRule($rule, $log);
+            $this->verifyRule($rule);
         } catch (AppwriteException $err) {
             $msg = $err->getMessage() . "\n";
             $msg .= "Verify your DNS records are correctly configured and try again.\n";
diff --git a/src/Appwrite/Platform/Workers/Deletes.php b/src/Appwrite/Platform/Workers/Deletes.php
index a5fe352b07..ccf9178eb4 100644
--- a/src/Appwrite/Platform/Workers/Deletes.php
+++ b/src/Appwrite/Platform/Workers/Deletes.php
@@ -25,9 +25,9 @@ use Utopia\Database\Exception\Restricted;
 use Utopia\Database\Exception\Structure;
 use Utopia\Database\Query;
 use Utopia\DSN\DSN;
-use Utopia\Logger\Log;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
+use Utopia\Span\Span;
 use Utopia\Storage\Device;
 use Utopia\System\System;
 
@@ -65,7 +65,6 @@ class Deletes extends Action
             ->inject('executionRetention')
             ->inject('executionsRetentionCount')
             ->inject('auditRetention')
-            ->inject('log')
             ->inject('queueForDeletes')
             ->inject('getAudit')
             ->callback($this->action(...));
@@ -92,7 +91,6 @@ class Deletes extends Action
         string $executionRetention,
         int $executionsRetentionCount,
         string $auditRetention,
-        Log $log,
         DeleteEvent $queueForDeletes,
         callable $getAudit,
     ): void {
@@ -109,8 +107,8 @@ class Deletes extends Action
         $resourceType = $payload['resourceType'] ?? null;
         $document = new Document($payload['document'] ?? []);
 
-        $log->addTag('projectId', $project->getId());
-        $log->addTag('type', $type);
+        Span::add('projectId', $project->getId());
+        Span::add('type', $type);
 
         switch (\strval($type)) {
             case DELETE_TYPE_DOCUMENT:
diff --git a/src/Appwrite/Platform/Workers/Functions.php b/src/Appwrite/Platform/Workers/Functions.php
index 8167fb975d..936e168f29 100644
--- a/src/Appwrite/Platform/Workers/Functions.php
+++ b/src/Appwrite/Platform/Workers/Functions.php
@@ -20,7 +20,6 @@ use Utopia\Database\Helpers\ID;
 use Utopia\Database\Helpers\Permission;
 use Utopia\Database\Helpers\Role;
 use Utopia\Database\Query;
-use Utopia\Logger\Log;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
 use Utopia\Span\Span;
@@ -49,7 +48,6 @@ class Functions extends Action
             ->inject('queueForRealtime')
             ->inject('queueForEvents')
             ->inject('bus')
-            ->inject('log')
             ->inject('executor')
             ->inject('isResourceBlocked')
             ->callback($this->action(...));
@@ -64,7 +62,6 @@ class Functions extends Action
         Realtime $queueForRealtime,
         Event $queueForEvents,
         Bus $bus,
-        Log $log,
         Executor $executor,
         callable $isResourceBlocked
     ): void {
@@ -112,9 +109,9 @@ class Functions extends Action
             $function = $dbForProject->getDocument('functions', $functionId);
         }
 
-        $log->addTag('functionId', $function->getId());
-        $log->addTag('projectId', $project->getId());
-        $log->addTag('type', $type);
+        Span::add('functionId', $function->getId());
+        Span::add('projectId', $project->getId());
+        Span::add('type', $type);
 
         if (empty($events) && !$function->isEmpty()) {
             $traceProjectId = System::getEnv('_APP_TRACE_PROJECT_ID', '');
@@ -168,7 +165,6 @@ class Functions extends Action
                     Console::success('Iterating function: ' . $function->getAttribute('name'));
 
                     $this->execute(
-                        log: $log,
                         dbForProject: $dbForProject,
                         queueForWebhooks: $queueForWebhooks,
                         queueForFunctions: $queueForFunctions,
@@ -212,7 +208,6 @@ class Functions extends Action
                 $execution = new Document($payload['execution'] ?? []);
                 $user = new Document($payload['user'] ?? []);
                 $this->execute(
-                    log: $log,
                     dbForProject: $dbForProject,
                     queueForWebhooks: $queueForWebhooks,
                     queueForFunctions: $queueForFunctions,
@@ -238,7 +233,6 @@ class Functions extends Action
             case 'schedule':
                 $execution = new Document($payload['execution'] ?? []);
                 $this->execute(
-                    log: $log,
                     dbForProject: $dbForProject,
                     queueForWebhooks: $queueForWebhooks,
                     queueForFunctions: $queueForFunctions,
@@ -342,7 +336,6 @@ class Functions extends Action
     }
 
     /**
-     * @param Log $log
      * @param Database $dbForProject
      * @param Func $queueForFunctions
      * @param Realtime $queueForRealtime
@@ -363,7 +356,6 @@ class Functions extends Action
      * @return void
      */
     private function execute(
-        Log $log,
         Database $dbForProject,
         Webhook $queueForWebhooks,
         Func $queueForFunctions,
@@ -390,7 +382,7 @@ class Functions extends Action
         $deploymentId = $function->getAttribute('deploymentId', '');
         $spec = Config::getParam('specifications')[$function->getAttribute('runtimeSpecification', APP_COMPUTE_SPECIFICATION_DEFAULT)];
 
-        $log->addTag('deploymentId', $deploymentId);
+        Span::add('deploymentId', $deploymentId);
 
         /** Check if deployment exists */
         $deployment = $dbForProject->getDocument('deployments', $deploymentId);
diff --git a/src/Appwrite/Platform/Workers/Mails.php b/src/Appwrite/Platform/Workers/Mails.php
index 5cd4639988..d07ebaa8b2 100644
--- a/src/Appwrite/Platform/Workers/Mails.php
+++ b/src/Appwrite/Platform/Workers/Mails.php
@@ -6,7 +6,6 @@ use Appwrite\Template\Template;
 use Exception;
 use Swoole\Runtime;
 use Utopia\Database\Document;
-use Utopia\Logger\Log;
 use Utopia\Messaging\Adapter\Email as EmailAdapter;
 use Utopia\Messaging\Adapter\Email\SMTP;
 use Utopia\Messaging\Messages\Email as EmailMessage;
@@ -14,6 +13,7 @@ use Utopia\Messaging\Messages\Email\Attachment;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
 use Utopia\Registry\Registry;
+use Utopia\Span\Span;
 use Utopia\System\System;
 
 class Mails extends Action
@@ -38,7 +38,6 @@ class Mails extends Action
             ->inject('message')
             ->inject('project')
             ->inject('register')
-            ->inject('log')
             ->callback($this->action(...));
     }
 
@@ -54,11 +53,10 @@ class Mails extends Action
      * @param Message $message
      * @param Document $project
      * @param Registry $register
-     * @param Log $log
      * @return void
      * @throws Exception
      */
-    public function action(Message $message, Document $project, Registry $register, Log $log): void
+    public function action(Message $message, Document $project, Registry $register): void
     {
         Runtime::setHookFlags(SWOOLE_HOOK_ALL ^ SWOOLE_HOOK_TCP);
         $payload = $message->getPayload();
@@ -74,7 +72,7 @@ class Mails extends Action
         }
 
         $type = empty($smtp) ? 'cloud' : 'smtp';
-        $log->addTag('type', $type);
+        Span::add('type', $type);
 
         $protocol = System::getEnv('_APP_OPTIONS_FORCE_HTTPS') == 'disabled' ? 'http' : 'https';
         $hostname = System::getEnv('_APP_CONSOLE_DOMAIN');
diff --git a/src/Appwrite/Platform/Workers/Messaging.php b/src/Appwrite/Platform/Workers/Messaging.php
index 03adebc4b5..719e79a982 100644
--- a/src/Appwrite/Platform/Workers/Messaging.php
+++ b/src/Appwrite/Platform/Workers/Messaging.php
@@ -16,7 +16,6 @@ use Utopia\Database\Document;
 use Utopia\Database\Helpers\ID;
 use Utopia\Database\Query;
 use Utopia\DSN\DSN;
-use Utopia\Logger\Log;
 use Utopia\Messaging\Adapter\Email as EmailAdapter;
 use Utopia\Messaging\Adapter\Email\Mailgun;
 use Utopia\Messaging\Adapter\Email\Resend;
@@ -70,7 +69,6 @@ class Messaging extends Action
             ->desc('Messaging worker')
             ->inject('message')
             ->inject('project')
-            ->inject('log')
             ->inject('dbForProject')
             ->inject('deviceForFiles')
             ->inject('publisherForUsage')
@@ -80,7 +78,6 @@ class Messaging extends Action
     /**
      * @param Message $message
      * @param Document $project
-     * @param Log $log
      * @param Database $dbForProject
      * @param Device $deviceForFiles
      * @param UsagePublisher $publisherForUsage
@@ -90,7 +87,6 @@ class Messaging extends Action
     public function action(
         Message $message,
         Document $project,
-        Log $log,
         Database $dbForProject,
         Device $deviceForFiles,
         UsagePublisher $publisherForUsage
@@ -112,7 +108,7 @@ class Messaging extends Action
                     $message = new Document($payload['message'] ?? []);
                     $recipients = $payload['recipients'] ?? [];
 
-                    $this->sendInternalSMSMessage($message, $project, $recipients, $log);
+                    $this->sendInternalSMSMessage($message, $project, $recipients);
                     break;
                 case MESSAGE_SEND_TYPE_EXTERNAL:
                     $message = $dbForProject->getDocument('messages', $payload['messageId']);
@@ -412,7 +408,7 @@ class Messaging extends Action
         }
     }
 
-    private function sendInternalSMSMessage(Document $message, Document $project, array $recipients, Log $log): void
+    private function sendInternalSMSMessage(Document $message, Document $project, array $recipients): void
     {
         if ($this->adapter === null) {
             $this->adapter = $this->createInternalSMSAdapter();
diff --git a/src/Appwrite/Platform/Workers/Webhooks.php b/src/Appwrite/Platform/Workers/Webhooks.php
index a7f4595966..f5211b1acb 100644
--- a/src/Appwrite/Platform/Workers/Webhooks.php
+++ b/src/Appwrite/Platform/Workers/Webhooks.php
@@ -11,9 +11,9 @@ use Exception;
 use Utopia\Database\Database;
 use Utopia\Database\Document;
 use Utopia\Database\Query;
-use Utopia\Logger\Log;
 use Utopia\Platform\Action;
 use Utopia\Queue\Message;
+use Utopia\Span\Span;
 use Utopia\System\System;
 
 class Webhooks extends Action
@@ -38,7 +38,6 @@ class Webhooks extends Action
             ->inject('dbForPlatform')
             ->inject('queueForMails')
             ->inject('publisherForUsage')
-            ->inject('log')
             ->inject('plan')
             ->callback($this->action(...));
     }
@@ -49,12 +48,11 @@ class Webhooks extends Action
      * @param Database $dbForPlatform
      * @param Mail $queueForMails
      * @param UsagePublisher $publisherForUsage
-     * @param Log $log
      * @param array $plan
      * @return void
      * @throws Exception
      */
-    public function action(Message $message, Document $project, Database $dbForPlatform, Mail $queueForMails, UsagePublisher $publisherForUsage, Log $log, array $plan): void
+    public function action(Message $message, Document $project, Database $dbForPlatform, Mail $queueForMails, UsagePublisher $publisherForUsage, array $plan): void
     {
         $this->errors = [];
         $payload = $message->getPayload();
@@ -69,7 +67,7 @@ class Webhooks extends Action
         $webhookPayload = json_encode($payload['payload']);
         $user = new Document($payload['user'] ?? []);
 
-        $log->addTag('projectId', $project->getId());
+        Span::add('projectId', $project->getId());
 
         foreach ($project->getAttribute('webhooks', []) as $webhook) {
             if (array_intersect($webhook->getAttribute('events', []), $events)) {