diff --git a/src/CurrentRequest.php b/src/CurrentRequest.php
index 4feee69c..244c5e00 100644
--- a/src/CurrentRequest.php
+++ b/src/CurrentRequest.php
@@ -6,7 +6,6 @@
 
 use Psr\Http\Message\ServerRequestInterface;
 use Spiral\Core\Attribute\Scope;
-use Spiral\Http\Exception\HttpException;
 
 /**
  * Provides access to the current request in the `http` scope.
@@ -17,7 +16,7 @@ final class CurrentRequest
 {
     private ?ServerRequestInterface $request = null;
 
-    public function set(ServerRequestInterface $request): void
+    public function set(?ServerRequestInterface $request): void
     {
         $this->request = $request;
     }
diff --git a/src/Http.php b/src/Http.php
index 37442877..6105904a 100644
--- a/src/Http.php
+++ b/src/Http.php
@@ -25,24 +25,35 @@ final class Http implements RequestHandlerInterface
 {
     private ?RequestHandlerInterface $handler = null;
     private readonly TracerFactoryInterface $tracerFactory;
+    private readonly Pipeline|LazyPipeline $pipeline;
 
     public function __construct(
         private readonly HttpConfig $config,
-        private readonly Pipeline $pipeline,
+        Pipeline|LazyPipeline $pipeline,
         private readonly ResponseFactoryInterface $responseFactory,
         private readonly ContainerInterface $container,
         ?TracerFactoryInterface $tracerFactory = null,
         private readonly ?EventDispatcherInterface $dispatcher = null,
     ) {
-        foreach ($this->config->getMiddleware() as $middleware) {
-            $this->pipeline->pushMiddleware($this->container->get($middleware));
+        if ($pipeline instanceof Pipeline) {
+            foreach ($this->config->getMiddleware() as $middleware) {
+                $pipeline->pushMiddleware($this->container->get($middleware));
+            }
+        } else {
+            $pipeline = $pipeline->withAddedMiddleware(
+                ...$this->config->getMiddleware()
+            );
         }
 
+        $this->pipeline = $pipeline;
         $scope = $this->container instanceof ScopeInterface ? $this->container : new Container();
         $this->tracerFactory = $tracerFactory ?? new NullTracerFactory($scope);
     }
 
-    public function getPipeline(): Pipeline
+    /**
+     * @internal
+     */
+    public function getPipeline(): Pipeline|LazyPipeline
     {
         return $this->pipeline;
     }
@@ -97,7 +108,10 @@ public function handle(ServerRequestInterface $request): ResponseInterface
             attributes: [
                 'http.method' => $request->getMethod(),
                 'http.url' => (string) $request->getUri(),
-                'http.headers' => $request->getHeaders(),
+                'http.headers' => \array_map(
+                    static fn (array $values): string => \implode(',', $values),
+                    $request->getHeaders(),
+                ),
             ],
             scoped: true,
             traceKind: TraceKind::SERVER,
diff --git a/src/LazyPipeline.php b/src/LazyPipeline.php
new file mode 100644
index 00000000..b2576c40
--- /dev/null
+++ b/src/LazyPipeline.php
@@ -0,0 +1,149 @@
+<?php
+
+declare(strict_types=1);
+
+namespace Spiral\Http;
+
+use Psr\Container\ContainerInterface;
+use Psr\EventDispatcher\EventDispatcherInterface;
+use Psr\Http\Message\ResponseInterface as Response;
+use Psr\Http\Message\ServerRequestInterface as Request;
+use Psr\Http\Server\MiddlewareInterface;
+use Psr\Http\Server\RequestHandlerInterface;
+use Spiral\Core\Attribute\Proxy;
+use Spiral\Core\Container\Autowire;
+use Spiral\Http\Event\MiddlewareProcessing;
+use Spiral\Http\Exception\PipelineException;
+use Spiral\Telemetry\SpanInterface;
+use Spiral\Telemetry\TracerInterface;
+
+/**
+ * Pipeline used to pass request and response thought the chain of middleware.
+ * This kind of pipeline creates middleware on the fly.
+ */
+final class LazyPipeline implements RequestHandlerInterface, MiddlewareInterface
+{
+    /**
+     * Set of middleware to be applied for every request.
+     *
+     * @var list<MiddlewareInterface|Autowire|string>
+     */
+    protected array $middleware = [];
+    private ?RequestHandlerInterface $handler = null;
+    private int $position = 0;
+    /**
+     * Trace span for the current pipeline run.
+     */
+    private ?SpanInterface $span = null;
+
+    public function __construct(
+        #[Proxy] private readonly ContainerInterface $container,
+        private readonly ?EventDispatcherInterface $dispatcher = null,
+    ) {
+    }
+
+    /**
+     * Add middleware to the pipeline.
+     *
+     * @param MiddlewareInterface ...$middleware List of middleware or its definition.
+     */
+    public function withAddedMiddleware(MiddlewareInterface|Autowire|string ...$middleware): self
+    {
+        $pipeline = clone $this;
+        $pipeline->middleware = \array_merge($pipeline->middleware, $middleware);
+        return $pipeline;
+    }
+
+    /**
+     * Replace middleware in the pipeline.
+     *
+     * @param MiddlewareInterface ...$middleware List of middleware or its definition.
+     */
+    public function withMiddleware(MiddlewareInterface|Autowire|string ...$middleware): self
+    {
+        $pipeline = clone $this;
+        $pipeline->middleware = $middleware;
+        return $pipeline;
+    }
+
+    /**
+     * Configures pipeline with target endpoint.
+     *
+     * @throws PipelineException
+     */
+    public function withHandler(RequestHandlerInterface $handler): self
+    {
+        $pipeline = clone $this;
+        $pipeline->handler = $handler;
+        return $pipeline;
+    }
+
+    public function process(Request $request, RequestHandlerInterface $handler): Response
+    {
+        return $this->withHandler($handler)->handle($request);
+    }
+
+    public function handle(Request $request): Response
+    {
+        $this->handler === null and throw new PipelineException('Unable to run pipeline, no handler given.');
+
+        /** @var CurrentRequest $currentRequest */
+        $currentRequest = $this->container->get(CurrentRequest::class);
+
+        $previousRequest = $currentRequest->get();
+        $currentRequest->set($request);
+        try {
+            // There is no middleware to process, let's pass the request to the handler
+            if (!\array_key_exists($this->position, $this->middleware)) {
+                return $this->handler->handle($request);
+            }
+
+            $middleware = $this->resolveMiddleware($this->position);
+            $this->dispatcher?->dispatch(new MiddlewareProcessing($request, $middleware));
+
+            $span = $this->span;
+
+            $middlewareTitle = \is_string($this->middleware[$this->position])
+            && $this->middleware[$this->position] !== $middleware::class
+                ? \sprintf('%s=%s', $this->middleware[$this->position], $middleware::class)
+                : $middleware::class;
+            // Init a tracing span when the pipeline starts
+            if ($span === null) {
+                /** @var TracerInterface $tracer */
+                $tracer = $this->container->get(TracerInterface::class);
+                return $tracer->trace(
+                    name: 'HTTP Pipeline',
+                    callback: function (SpanInterface $span) use ($request, $middleware, $middlewareTitle): Response {
+                        $span->setAttribute('http.middleware', [$middlewareTitle]);
+                        return $middleware->process($request, $this->next($span));
+                    },
+                    scoped: true,
+                );
+            }
+
+            $middlewares = $span->getAttribute('http.middleware') ?? [];
+            $middlewares[] = $middlewareTitle;
+            $span->setAttribute('http.middleware', $middlewares);
+
+            return $middleware->process($request, $this->next($span));
+        } finally {
+            $currentRequest->set($previousRequest);
+        }
+    }
+
+    private function next(SpanInterface $span): self
+    {
+        $pipeline = clone $this;
+        ++$pipeline->position;
+        $pipeline->span = $span;
+        return $pipeline;
+    }
+
+    private function resolveMiddleware(int $position): MiddlewareInterface
+    {
+        $middleware = $this->middleware[$position];
+        return $middleware instanceof MiddlewareInterface
+            ? $middleware
+            : $this->container->get($middleware);
+    }
+}
diff --git a/src/Pipeline.php b/src/Pipeline.php
index 79dc91ae..38259e09 100644
--- a/src/Pipeline.php
+++ b/src/Pipeline.php
@@ -21,6 +21,7 @@
 
 /**
  * Pipeline used to pass request and response thought the chain of middleware.
+ * @deprecated Will be removed in v4.0. Use {@see LazyPipeline} instead.
  */
 final class Pipeline implements RequestHandlerInterface, MiddlewareInterface
 {
@@ -31,7 +32,7 @@ final class Pipeline implements RequestHandlerInterface, MiddlewareInterface
     private ?RequestHandlerInterface $handler = null;
 
     public function __construct(
-        #[Proxy] private readonly ScopeInterface $scope,
+        #[Proxy] ScopeInterface $scope,
         private readonly ?EventDispatcherInterface $dispatcher = null,
         ?TracerInterface $tracer = null
     ) {
diff --git a/tests/HttpTest.php b/tests/HttpTest.php
index 72a17b63..90b52ac0 100644
--- a/tests/HttpTest.php
+++ b/tests/HttpTest.php
@@ -283,7 +283,7 @@ public function testTraceAttributesAreSet(): void
                 [
                     'http.method' => 'GET',
                     'http.url' => 'http://example.org/path',
-                    'http.headers' => ['Host' => ['example.org'], 'foo' => ['bar']],
+                    'http.headers' => ['Host' => 'example.org', 'foo' => 'bar'],
                 ],
                 true,
                 TraceKind::SERVER,
@@ -293,7 +293,7 @@ function ($name, $callback, $attributes, $scoped, $traceKind) {
                     self::assertSame($attributes, [
                         'http.method' => 'GET',
                         'http.url' => 'http://example.org/path',
-                        'http.headers' => ['Host' => ['example.org'], 'foo' => ['bar']],
+                        'http.headers' => ['Host' => 'example.org', 'foo' => 'bar'],
                     ]);
                     return $this->container
                         ->get(TracerInterface::class)