diff --git a/internal/handler/sendfile.go b/internal/handler/sendfile.go
index 90a3e3e..a7ffe4a 100644
--- a/internal/handler/sendfile.go
+++ b/internal/handler/sendfile.go
@@ -132,14 +132,14 @@ func getSocketFd(conn net.Conn) (uintptr, error) {
 		if err != nil {
 			return 0, err
 		}
-		defer file.Close()
+		defer func() { _ = file.Close() }()
 		return file.Fd(), nil
 	case *net.UnixConn:
 		file, err := c.File()
 		if err != nil {
 			return 0, err
 		}
-		defer file.Close()
+		defer func() { _ = file.Close() }()
 		return file.Fd(), nil
 	default:
 		return 0, syscall.ENOTSUP
@@ -193,5 +193,5 @@ func GetBuffer() []byte {
 
 // PutBuffer 放回缓冲区。
 func PutBuffer(buf []byte) {
-	RealBufferPool.Put(buf)
+	RealBufferPool.Put(buf) //nolint:staticcheck // SA6002: 测试表明指针优化不明显，保持简洁
 }
diff --git a/internal/handler/static.go b/internal/handler/static.go
index 98433e1..7365ce5 100644
--- a/internal/handler/static.go
+++ b/internal/handler/static.go
@@ -136,7 +136,7 @@ func (h *StaticHandler) serveFile(ctx *fasthttp.RequestCtx, filePath string, inf
 	if h.useSendfile && info.Size() >= MinSendfileSize {
 		file, err := os.Open(filePath)
 		if err == nil {
-			defer file.Close()
+			defer func() { _ = file.Close() }()
 			if err := SendFile(ctx, file, 0, info.Size()); err == nil {
 				return
 			}
@@ -153,7 +153,7 @@ func (h *StaticHandler) serveFile(ctx *fasthttp.RequestCtx, filePath string, inf
 
 	// 存入缓存（仅对小文件缓存）
 	if h.fileCache != nil && info.Size() < 1024*1024 { // < 1MB
-		h.fileCache.Set(filePath, data, info.Size(), info.ModTime())
+		_ = h.fileCache.Set(filePath, data, info.Size(), info.ModTime())
 	}
 
 	ctx.Response.SetBody(data)
diff --git a/internal/http3/adapter.go b/internal/http3/adapter.go
index 5e293f9..14e0a1c 100644
--- a/internal/http3/adapter.go
+++ b/internal/http3/adapter.go
@@ -106,7 +106,7 @@ func (a *Adapter) convertRequest(r *http.Request, ctx *fasthttp.RequestCtx) {
 		if err == nil {
 			ctx.Request.SetBody(body)
 		}
-		r.Body.Close()
+		_ = r.Body.Close()
 	}
 
 	// 设置远程地址
@@ -133,9 +133,9 @@ func (a *Adapter) convertResponse(ctx *fasthttp.RequestCtx, w http.ResponseWrite
 	}
 
 	// 复制响应头
-	ctx.Response.Header.VisitAll(func(k, v []byte) {
+	for k, v := range ctx.Response.Header.All() {
 		w.Header().Add(string(k), string(v))
-	})
+	}
 
 	// 写入状态码
 	w.WriteHeader(statusCode)
@@ -143,7 +143,7 @@ func (a *Adapter) convertResponse(ctx *fasthttp.RequestCtx, w http.ResponseWrite
 	// 写入响应体
 	body := ctx.Response.Body()
 	if len(body) > 0 {
-		w.Write(body)
+		_, _ = w.Write(body)
 	}
 }
 
@@ -238,9 +238,9 @@ func convertToHTTPRequest(ctx *fasthttp.RequestCtx) *http.Request {
 
 	// 复制头部
 	r.Header = make(http.Header)
-	ctx.Request.Header.VisitAll(func(k, v []byte) {
+	for k, v := range ctx.Request.Header.All() {
 		r.Header.Add(string(k), string(v))
-	})
+	}
 
 	// 设置请求体
 	if len(ctx.PostBody()) > 0 {
diff --git a/internal/http3/server.go b/internal/http3/server.go
index 89815dd..75a47a5 100644
--- a/internal/http3/server.go
+++ b/internal/http3/server.go
@@ -138,7 +138,7 @@ func (s *Server) Start() error {
 	// 创建 QUIC 监听器
 	s.listener, err = quic.ListenEarly(udpConn, s.tlsConfig, quicConfig)
 	if err != nil {
-		udpConn.Close()
+		_ = udpConn.Close()
 		return fmt.Errorf("failed to listen QUIC: %w", err)
 	}
 
@@ -219,7 +219,7 @@ func (s *Server) GracefulStop(timeout time.Duration) error {
 
 		done := make(chan struct{})
 		go func() {
-			s.http3Server.Close()
+			_ = s.http3Server.Close()
 			close(done)
 		}()
 
diff --git a/internal/middleware/compression/compression.go b/internal/middleware/compression/compression.go
index cf29f5b..235dc9a 100644
--- a/internal/middleware/compression/compression.go
+++ b/internal/middleware/compression/compression.go
@@ -146,9 +146,10 @@ func (m *CompressionMiddleware) Process(next fasthttp.RequestHandler) fasthttp.R
 
 		// 根据算法和客户端支持选择压缩方式
 		var useGzip, useBrotli bool
-		if m.algorithm == AlgorithmGzip {
+		switch m.algorithm {
+		case AlgorithmGzip:
 			useGzip = strings.Contains(acceptEncoding, "gzip")
-		} else if m.algorithm == AlgorithmBrotli {
+		case AlgorithmBrotli:
 			// brotli 或 both 模式
 			if strings.Contains(acceptEncoding, "br") {
 				useBrotli = true
@@ -232,8 +233,8 @@ func (m *CompressionMiddleware) compressGzip(data []byte) []byte {
 
 	var buf bytes.Buffer
 	w.Reset(&buf)
-	w.Write(data)
-	w.Close()
+	_, _ = w.Write(data)
+	_ = w.Close()
 
 	return buf.Bytes()
 }
@@ -245,8 +246,8 @@ func (m *CompressionMiddleware) compressBrotli(data []byte) []byte {
 
 	var buf bytes.Buffer
 	w.Reset(&buf)
-	w.Write(data)
-	w.Close()
+	_, _ = w.Write(data)
+	_ = w.Close()
 
 	return buf.Bytes()
 }
diff --git a/internal/server/pool.go b/internal/server/pool.go
index 8083508..09709bc 100644
--- a/internal/server/pool.go
+++ b/internal/server/pool.go
@@ -263,7 +263,7 @@ type PoolStats struct {
 func (p *GoroutinePool) WrapHandler(handler fasthttp.RequestHandler) fasthttp.RequestHandler {
 	return func(ctx *fasthttp.RequestCtx) {
 		// 使用池执行处理器
-		p.Submit(ctx, func(innerCtx *fasthttp.RequestCtx) {
+		_ = p.Submit(ctx, func(innerCtx *fasthttp.RequestCtx) {
 			handler(ctx)
 		})
 	}
diff --git a/internal/server/server.go b/internal/server/server.go
index fe0e9a3..b63e871 100644
--- a/internal/server/server.go
+++ b/internal/server/server.go
@@ -610,7 +610,7 @@ func (s *Server) Stop() error {
 
 	// 关闭访问日志
 	if s.accessLogMiddleware != nil {
-		s.accessLogMiddleware.Close()
+		_ = s.accessLogMiddleware.Close()
 	}
 
 	// 关闭 TLS 管理器
@@ -653,7 +653,7 @@ func (s *Server) GracefulStop(timeout time.Duration) error {
 
 	// 关闭访问日志
 	if s.accessLogMiddleware != nil {
-		s.accessLogMiddleware.Close()
+		_ = s.accessLogMiddleware.Close()
 	}
 
 	// 关闭 TLS 管理器
@@ -667,7 +667,7 @@ func (s *Server) GracefulStop(timeout time.Duration) error {
 
 		done := make(chan struct{})
 		go func() {
-			s.fastServer.Shutdown()
+			_ = s.fastServer.Shutdown()
 			close(done)
 		}()
 
diff --git a/internal/server/upgrade.go b/internal/server/upgrade.go
index 3e71524..b01cf28 100644
--- a/internal/server/upgrade.go
+++ b/internal/server/upgrade.go
@@ -159,7 +159,7 @@ func (u *UpgradeManager) GetInheritedListeners() ([]net.Listener, error) {
 
 		listener, err := net.FileListener(file)
 		if err != nil {
-			file.Close()
+			_ = file.Close()
 			continue
 		}
 
@@ -220,7 +220,7 @@ func (u *UpgradeManager) GracefulUpgrade(newBinary string) error {
 
 	// 写入新 PID 到文件
 	if u.pidFile != "" {
-		os.WriteFile(u.pidFile, []byte(fmt.Sprintf("%d", newPid)), 0644)
+		_ = os.WriteFile(u.pidFile, []byte(fmt.Sprintf("%d", newPid)), 0644)
 	}
 
 	return nil
@@ -277,7 +277,7 @@ func (u *UpgradeManager) WaitForShutdown(timeout time.Duration) error {
 	}
 
 	process, _ := os.FindProcess(u.oldPid)
-	process.Signal(syscall.SIGKILL)
+	_ = process.Signal(syscall.SIGKILL)
 	return fmt.Errorf("old process did not shutdown gracefully")
 }
 
@@ -315,7 +315,7 @@ func (u *UpgradeManager) SetupSignalHandlers(newBinary string) {
 	go func() {
 		for sig := range sigCh {
 			if sig == syscall.SIGUSR2 {
-				u.GracefulUpgrade(newBinary)
+				_ = u.GracefulUpgrade(newBinary)
 			}
 		}
 	}()