From a0f025aa96e9a1df435b39324b7d31c8332a03a8 Mon Sep 17 00:00:00 2001
From: ddcat666 <26564566+ddcat666@users.noreply.github.com>
Date: Wed, 30 Sep 2026 03:33:34 +0800
Subject: [PATCH] =?UTF-8?q?feat(platform):=20=E6=97=A5=E5=BF=97=E7=AE=A1?=
 =?UTF-8?q?=E7=90=86=20-=20=E7=BB=9F=E4=B8=80=E6=97=A5=E5=BF=97=E5=87=BA?=
 =?UTF-8?q?=E5=8F=A3=E5=B9=B6=E5=B1=8F=E8=94=BD=E6=9F=A5=E8=AF=A2=E4=B8=8E?=
 =?UTF-8?q?=20Agent=20=E6=B5=81=E5=BC=8F=E4=BA=8B=E4=BB=B6=E6=97=A5?=
 =?UTF-8?q?=E5=BF=97?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

新增 internal/logging，slog、标准库 log、GORM 与 Gin 访问日志共用同一 Handler，由 CANVAS_LOG_LEVEL / CANVAS_LOG_FORMAT 控制。info 级别不再输出成功的查询类请求、成功 SQL、message_end 等 Agent 流式事件和常规画布自动保存；4xx/5xx、慢请求、慢 SQL、SQL 失败与 panic 仍会记录，SQL 不内联参数值。
---
 .env.example                                  |   6 +
 backend/cmd/server/main.go                    |  20 ++-
 backend/internal/app/cloud_agent.go           |   4 +-
 .../app/cloud_agent_pi_canvas_engines.go      |  22 +--
 .../app/cloud_agent_pi_coordinator.go         |  15 +-
 .../internal/app/cloud_agent_pi_helpers.go    |   8 +-
 backend/internal/app/cloud_agent_step_hash.go |   6 +-
 backend/internal/app/model_catalog.go         |  12 +-
 .../internal/app/resource_deletion_worker.go  |   5 +-
 backend/internal/database/database.go         |   6 +-
 backend/internal/handler/user_data.go         |  14 +-
 backend/internal/logging/gorm.go              | 102 +++++++++++
 backend/internal/logging/http.go              | 111 ++++++++++++
 backend/internal/logging/logging.go           | 165 ++++++++++++++++++
 backend/internal/logging/logging_test.go      | 134 ++++++++++++++
 docker-compose.deploy.yml                     |   2 +
 docker-compose.dev.yml                        |   1 +
 docker-compose.local.yml                      |   2 +
 docker-compose.server.yml                     |   2 +
 docker-compose.yml                            |   2 +
 docs/content/docs/progress/pending-test.mdx   |   7 +
 21 files changed, 602 insertions(+), 44 deletions(-)
 create mode 100644 backend/internal/logging/gorm.go
 create mode 100644 backend/internal/logging/http.go
 create mode 100644 backend/internal/logging/logging.go
 create mode 100644 backend/internal/logging/logging_test.go

diff --git a/.env.example b/.env.example
index d050c64b1..48b1dc5b8 100644
--- a/.env.example
+++ b/.env.example
@@ -38,3 +38,9 @@ CANVAS_UPDATER_SOCKET_DIR=/run/open-ai-canvas-updater
 # CANVAS_POSTGRES_DATA_PATH=./postgres-data
 # CANVAS_REDIS_DATA_PATH=./redis-data
 # CANVAS_HTTP_PORT=3000
+
+# 后端日志：info 级别不输出成功的查询请求与 Agent 流式事件；排障时临时改为 debug。
+# CANVAS_LOG_LEVEL=info
+# CANVAS_LOG_FORMAT=text
+# CANVAS_LOG_SLOW_REQUEST=2s
+# CANVAS_LOG_SLOW_SQL=500ms
diff --git a/backend/cmd/server/main.go b/backend/cmd/server/main.go
index d6f6e2c6e..d05536655 100644
--- a/backend/cmd/server/main.go
+++ b/backend/cmd/server/main.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"log"
+	"log/slog"
 	"net"
 	"net/http"
 	"net/url"
@@ -17,6 +18,7 @@ import (
 
 	"infinite-canvas/backend/internal/database"
 	"infinite-canvas/backend/internal/handler"
+	"infinite-canvas/backend/internal/logging"
 	"infinite-canvas/backend/internal/repository"
 	"infinite-canvas/backend/internal/service"
 	"infinite-canvas/backend/internal/updaterclient"
@@ -25,6 +27,11 @@ import (
 )
 
 func main() {
+	logConfig, err := logging.ConfigFromEnv()
+	if err != nil {
+		log.Fatal(err)
+	}
+	logging.Setup(logConfig)
 	ctx, stop := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)
 	defer stop()
 	if err := run(ctx); err != nil {
@@ -95,14 +102,13 @@ func run(ctx context.Context) error {
 		return err
 	}
 	if summary, err := svc.MigrateLegacyStorage(); err != nil {
-		log.Printf("storage migration skipped after error: %v", err)
+		slog.Warn("storage migration skipped after error", "error", err)
 	} else if summary.Backup != "" {
-		log.Printf("storage migration completed: tasks=%d assets=%d projects=%d backup=%s", summary.Tasks, summary.Assets, summary.Projects, summary.Backup)
+		slog.Info("storage migration completed", "tasks", summary.Tasks, "assets", summary.Assets, "projects", summary.Projects, "backup", summary.Backup)
 	}
 	r := gin.New()
-	r.Use(gin.LoggerWithFormatter(func(param gin.LogFormatterParams) string {
-		return fmt.Sprintf("%s - [%s] \"%s %s\" %d %s %s\n", param.ClientIP, param.TimeStamp.Format(time.RFC3339), param.Method, redactCanvasSharePath(param.Path), param.StatusCode, param.Latency, param.ErrorMessage)
-	}), gin.Recovery())
+	// 访问日志：成功的查询类请求只在 debug 级别输出，避免轮询和列表查询把日志打爆。
+	r.Use(logging.AccessLog(redactCanvasSharePath), logging.Recovery())
 	r.Use(handler.RequestCorrelationMiddleware())
 	corsMiddleware, err := cors()
 	if err != nil {
@@ -133,7 +139,7 @@ func run(ctx context.Context) error {
 	status.markStarted()
 	serveErr := make(chan error, 1)
 	go func() { serveErr <- httpServer.Serve(listener) }()
-	log.Printf("backend listening on %s", addr)
+	slog.Info("backend listening", "addr", addr)
 
 	var serveFailure error
 	select {
@@ -163,7 +169,7 @@ func run(ctx context.Context) error {
 	if err := errors.Join(shutdownFailures...); err != nil {
 		return err
 	}
-	log.Printf("backend stopped gracefully")
+	slog.Info("backend stopped gracefully")
 	return nil
 }
 
diff --git a/backend/internal/app/cloud_agent.go b/backend/internal/app/cloud_agent.go
index 1262d35d2..cbc6798bc 100644
--- a/backend/internal/app/cloud_agent.go
+++ b/backend/internal/app/cloud_agent.go
@@ -5,7 +5,7 @@ import (
 	"encoding/hex"
 	"encoding/json"
 	"errors"
-	"log"
+	"log/slog"
 	"math"
 	"strings"
 	"time"
@@ -403,7 +403,7 @@ func (s *Service) CreateCloudAgentRun(userID string, req CloudAgentRequest, pare
 			return nil, err
 		}
 		if superseded {
-			log.Printf("agent run %s cannot resume after a contract change; continuing in a new turn", parentID)
+			slog.Info("agent run cannot resume after a contract change; continuing in a new turn", "run", parentID)
 		} else if !cloudAgentRunTerminal(parentRun.Status) || parentRun.CleanupPending {
 			return nil, kernel.NewAppError(409, "上一轮 Agent 尚未结束")
 		}
diff --git a/backend/internal/app/cloud_agent_pi_canvas_engines.go b/backend/internal/app/cloud_agent_pi_canvas_engines.go
index f9641f624..7019db447 100644
--- a/backend/internal/app/cloud_agent_pi_canvas_engines.go
+++ b/backend/internal/app/cloud_agent_pi_canvas_engines.go
@@ -5,7 +5,7 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
-	"log"
+	"log/slog"
 	"math"
 	"sort"
 	"strings"
@@ -510,7 +510,7 @@ func (e *CanvasSearchEngine) generateHighlight(node model.CanvasNode, query Canv
 // handleMessageStart 处理消息开始事件
 func (s *Service) handleMessageStart(userID, runID string, data map[string]any) (any, error) {
 	// 记录消息开始
-	log.Printf("[Agent] message_start run=%s", runID)
+	slog.Debug("agent message_start", "run", runID)
 
 	// 更新运行状态
 	run, err := s.repo.CloudAgent(userID, runID)
@@ -537,14 +537,14 @@ func (s *Service) handleMessageStart(userID, runID string, data map[string]any)
 func (s *Service) handleMessageDelta(userID, runID string, data map[string]any) (any, error) {
 	delta, _ := data["delta"].(string)
 	messageID, _ := data["messageId"].(string)
-	log.Printf("[Agent] message_delta run=%s messageId=%s len=%d", runID, messageID, len(delta))
+	slog.Debug("agent message_delta", "run", runID, "message_id", messageID, "len", len(delta))
 
 	// 推送实时增量到前端
 	if err := s.broadcastAgentEvent(userID, runID, "message_delta", map[string]any{
 		"delta":     delta,
 		"messageId": messageID,
 	}); err != nil {
-		log.Printf("[Agent] failed to broadcast message_delta: %v", err)
+		slog.Warn("agent message_delta broadcast failed", "run", runID, "error", err)
 	}
 
 	return map[string]any{"ok": true}, nil
@@ -552,19 +552,19 @@ func (s *Service) handleMessageDelta(userID, runID string, data map[string]any)
 
 // handleMessageEnd 处理消息结束事件（关键修复点）
 func (s *Service) handleMessageEnd(userID, runID string, data map[string]any) (any, error) {
-	log.Printf("[Agent] message_end run=%s data=%+v", runID, data)
+	slog.Debug("agent message_end", "run", runID, "role", data["role"])
 
 	// 检查消息角色，防止将用户消息误认为助手消息
 	role, _ := data["role"].(string)
 	if role == "user" {
 		// 这是用户消息结束，不是助手响应，直接返回
-		log.Printf("[Agent] ignoring user message_end run=%s", runID)
+		slog.Debug("agent message_end ignored", "run", runID, "role", "user")
 		return map[string]any{"ok": true, "ignored": true, "reason": "user message"}, nil
 	}
 
 	// 只处理助手消息结束
 	if role != "assistant" {
-		log.Printf("[Agent] ignoring non-assistant message_end run=%s role=%s", runID, role)
+		slog.Debug("agent message_end ignored", "run", runID, "role", role)
 		return map[string]any{"ok": true, "ignored": true, "reason": fmt.Sprintf("non-assistant role: %s", role)}, nil
 	}
 
@@ -585,7 +585,7 @@ func (s *Service) handleMessageEnd(userID, runID string, data map[string]any) (a
 	// 计数真实的助手响应
 	state.PiAssistantResponses++
 
-	log.Printf("[Agent] assistant response completed run=%s count=%d", runID, state.PiAssistantResponses)
+	slog.Debug("agent assistant response completed", "run", runID, "count", state.PiAssistantResponses)
 
 	if err := s.saveCloudAgentRuntimeState(userID, runID, &state); err != nil {
 		return nil, err
@@ -597,7 +597,7 @@ func (s *Service) handleMessageEnd(userID, runID string, data map[string]any) (a
 // handleToolCall 处理工具调用事件
 func (s *Service) handleToolCall(userID, runID string, data map[string]any) (any, error) {
 	toolName, _ := data["toolName"].(string)
-	log.Printf("[Agent] tool_call run=%s tool=%s", runID, toolName)
+	slog.Debug("agent tool_call", "run", runID, "tool", toolName)
 
 	return map[string]any{"ok": true}, nil
 }
@@ -605,7 +605,7 @@ func (s *Service) handleToolCall(userID, runID string, data map[string]any) (any
 // handleError 处理错误事件
 func (s *Service) handleError(userID, runID string, data map[string]any) (any, error) {
 	errorMsg, _ := data["error"].(string)
-	log.Printf("[Agent] error run=%s error=%s", runID, errorMsg)
+	slog.Warn("agent runtime error", "run", runID, "error", errorMsg)
 
 	// 更新运行状态为失败
 	run, err := s.repo.CloudAgent(userID, runID)
@@ -687,7 +687,7 @@ func (s *Service) updatePiRunWithStep(userID, runID string, revision int64, step
 
 // routeStandardTool 路由标准工具（非画布工具）
 func (s *Service) routeStandardTool(ctx context.Context, userID, runID, toolName string, payload map[string]json.RawMessage) (any, error) {
-	log.Printf("[Agent] routing standard tool: %s", toolName)
+	slog.Debug("agent routing standard tool", "run", runID, "tool", toolName)
 
 	// 将参数从 json.RawMessage 转换为 map[string]any
 	args := make(map[string]any)
diff --git a/backend/internal/app/cloud_agent_pi_coordinator.go b/backend/internal/app/cloud_agent_pi_coordinator.go
index e92ef8202..5fd3fbff7 100644
--- a/backend/internal/app/cloud_agent_pi_coordinator.go
+++ b/backend/internal/app/cloud_agent_pi_coordinator.go
@@ -6,6 +6,7 @@ import (
 	"errors"
 	"fmt"
 	"log"
+	"log/slog"
 	"os"
 	"path/filepath"
 	"strings"
@@ -380,7 +381,7 @@ type EnhancedPiRequestParams struct {
 
 // buildEnhancedPiRequest 构建增强的 Pi 请求（核心方法）
 func (s *Service) buildEnhancedPiRequest(ctx context.Context, params EnhancedPiRequestParams) (cloudAgentPiProcessRequest, error) {
-	log.Printf("[Agent] building enhanced request for canvas=%s", params.CanvasID)
+	slog.Debug("agent building request", "canvas", params.CanvasID)
 
 	// 1. 构建工具列表（包括画布工具）
 	tools := s.buildCompletePiTools(params.Canonical.Tools)
@@ -389,7 +390,7 @@ func (s *Service) buildEnhancedPiRequest(ctx context.Context, params EnhancedPiR
 	skillPaths := s.buildSkillPaths(params.RuntimeState.Skills)
 	enabledSkills := s.buildSkillManifests(params.RuntimeState.Skills)
 
-	log.Printf("[Agent] enabled skills: %d", len(enabledSkills))
+	slog.Debug("agent enabled skills", "count", len(enabledSkills))
 
 	// 3. 构建 Profile 配置
 	profile := s.buildProfileConfig(params.RuntimeState.Profile)
@@ -409,11 +410,11 @@ func (s *Service) buildEnhancedPiRequest(ctx context.Context, params EnhancedPiR
 		return cloudAgentPiProcessRequest{}, fmt.Errorf("marshal canvas: %w", err)
 	}
 
-	log.Printf("[Agent] canvas intelligence: nodes=%d, focus=%d, relationships=%d, clusters=%d",
+	slog.Debug("agent canvas intelligence", "nodes",
 		enhancedCanvas.Snapshot.TotalNodes,
-		len(enhancedCanvas.Snapshot.FocusNodes),
-		len(enhancedCanvas.Snapshot.Relationships),
-		len(enhancedCanvas.Snapshot.Layout.Clusters))
+		"focus", len(enhancedCanvas.Snapshot.FocusNodes),
+		"relationships", len(enhancedCanvas.Snapshot.Relationships),
+		"clusters", len(enhancedCanvas.Snapshot.Layout.Clusters))
 
 	// 6. 构建 Features 配置
 	features := s.buildFeaturesConfig(params.RuntimeState)
@@ -461,7 +462,7 @@ func (s *Service) buildEnhancedPiRequest(ctx context.Context, params EnhancedPiR
 		Model:       modelConfig,
 	}
 
-	log.Printf("[Agent] request built successfully")
+	slog.Debug("agent request built", "canvas", params.CanvasID)
 	return request, nil
 }
 
diff --git a/backend/internal/app/cloud_agent_pi_helpers.go b/backend/internal/app/cloud_agent_pi_helpers.go
index d6e1ae569..9a9be1626 100644
--- a/backend/internal/app/cloud_agent_pi_helpers.go
+++ b/backend/internal/app/cloud_agent_pi_helpers.go
@@ -4,7 +4,7 @@ import (
 	"crypto/sha256"
 	"encoding/hex"
 	"fmt"
-	"log"
+	"log/slog"
 
 	"infinite-canvas/backend/internal/model"
 )
@@ -191,17 +191,17 @@ func formatDuration(ms int64) string {
 
 // logPiAgentStep 记录 Pi Agent 步骤
 func logPiAgentStep(runID, step, message string) {
-	log.Printf("[Agent Step] run=%s step=%s: %s", runID, step, message)
+	slog.Debug("agent step", "run", runID, "step", step, "message", message)
 }
 
 // logPiAgentError 记录 Pi Agent 错误
 func logPiAgentError(runID string, err error) {
-	log.Printf("[Agent Error] run=%s: %v", runID, err)
+	slog.Warn("agent error", "run", runID, "error", err)
 }
 
 // logPiAgentMetric 记录 Pi Agent 指标
 func logPiAgentMetric(runID, metric string, value interface{}) {
-	log.Printf("[Agent Metric] run=%s %s=%v", runID, metric, value)
+	slog.Debug("agent metric", "run", runID, "metric", metric, "value", value)
 }
 
 // Type Conversions
diff --git a/backend/internal/app/cloud_agent_step_hash.go b/backend/internal/app/cloud_agent_step_hash.go
index 6639a6fd2..25fa3e178 100644
--- a/backend/internal/app/cloud_agent_step_hash.go
+++ b/backend/internal/app/cloud_agent_step_hash.go
@@ -2,7 +2,7 @@ package app
 
 import (
 	"encoding/json"
-	"log"
+	"log/slog"
 
 	"infinite-canvas/backend/internal/model"
 )
@@ -70,7 +70,7 @@ func (s *Service) cloudAgentRefreshStepSnapshotHash(run *model.CloudAgentExecuti
 			return call
 		}
 		call = cloudAgentRewriteCallSnapshotHash(call, latest)
-		log.Printf("agent step hash filled: run=%s step=%d index=%d tool=%s", run.ID, state.Step, state.CallIndex, call.Function.Name)
+		slog.Debug("agent step hash filled", "run", run.ID, "step", state.Step, "index", state.CallIndex, "tool", call.Function.Name)
 		return call
 	}
 	baseline := state.StepSnapshotHash
@@ -118,6 +118,6 @@ func (s *Service) cloudAgentRefreshStepSnapshotHash(run *model.CloudAgentExecuti
 		return call
 	}
 	call = cloudAgentRewriteCallSnapshotHash(call, latest)
-	log.Printf("agent step hash refreshed: run=%s step=%d index=%d tool=%s", run.ID, state.Step, state.CallIndex, call.Function.Name)
+	slog.Debug("agent step hash refreshed", "run", run.ID, "step", state.Step, "index", state.CallIndex, "tool", call.Function.Name)
 	return call
 }
diff --git a/backend/internal/app/model_catalog.go b/backend/internal/app/model_catalog.go
index 289738a12..1d08078dc 100644
--- a/backend/internal/app/model_catalog.go
+++ b/backend/internal/app/model_catalog.go
@@ -3,8 +3,10 @@ package app
 import (
 	"encoding/json"
 	"fmt"
-	"log"
+	"log/slog"
+	"time"
 
+	"infinite-canvas/backend/internal/logging"
 	"infinite-canvas/backend/internal/model"
 )
 
@@ -111,7 +113,9 @@ func (s *Service) publicSystemChannelCatalog(intent *ModelRequestIntent) ([]Publ
 			if intent != nil {
 				matched, matchErr := s.channelModelMatchesIntent(&cm, intent)
 				if matchErr != nil {
-					log.Printf("system channel model omitted from catalog id=%s: invalid capability: %v", cm.ID, matchErr)
+					if logging.Every("catalog-omit:"+cm.ID, 10*time.Minute) {
+						slog.Warn("system channel model omitted from catalog", "id", cm.ID, "reason", "invalid capability", "error", matchErr)
+					}
 					continue
 				}
 				if !matched {
@@ -121,7 +125,9 @@ func (s *Service) publicSystemChannelCatalog(intent *ModelRequestIntent) ([]Publ
 
 			publicModel, sanitizeErr := s.sanitizeChannelModel(&cm)
 			if sanitizeErr != nil {
-				log.Printf("system channel model omitted from catalog id=%s: %v", cm.ID, sanitizeErr)
+				if logging.Every("catalog-omit:"+cm.ID, 10*time.Minute) {
+					slog.Warn("system channel model omitted from catalog", "id", cm.ID, "error", sanitizeErr)
+				}
 				continue
 			}
 			publicModels = append(publicModels, publicModel)
diff --git a/backend/internal/app/resource_deletion_worker.go b/backend/internal/app/resource_deletion_worker.go
index b52cb04de..f24a5df29 100644
--- a/backend/internal/app/resource_deletion_worker.go
+++ b/backend/internal/app/resource_deletion_worker.go
@@ -3,6 +3,7 @@ package app
 import (
 	"context"
 	"log"
+	"log/slog"
 	"math"
 	"strings"
 	"time"
@@ -124,7 +125,7 @@ func (s *Service) cleanupDetachedUserResources(userID string, candidates []model
 	if err := s.repo.DeleteDetachedResources(detached, deletionJobs); err != nil {
 		return err
 	}
-	log.Printf("detached resource cleanup: removed %d resource rows for user %s", len(detached), userID)
+	slog.Info("detached resource cleanup", "removed", len(detached), "user", userID)
 	if len(deletionJobs) > 0 {
 		s.runWorkerTask(func() { s.drainResourceDeletionJobs(len(deletionJobs)) })
 	}
@@ -157,7 +158,7 @@ func (s *Service) cleanupExpiredArchivedAssets() {
 		deleted++
 	}
 	if deleted > 0 {
-		log.Printf("recycle bin cleanup: deleted %d expired assets (retention: %d days)", deleted, retentionDays)
+		slog.Info("recycle bin cleanup", "deleted", deleted, "retention_days", retentionDays)
 	}
 }
 
diff --git a/backend/internal/database/database.go b/backend/internal/database/database.go
index 87f26418b..9d0533a3e 100644
--- a/backend/internal/database/database.go
+++ b/backend/internal/database/database.go
@@ -6,6 +6,8 @@ import (
 	"os"
 	"strings"
 
+	"infinite-canvas/backend/internal/logging"
+
 	"gorm.io/driver/postgres"
 	"gorm.io/driver/sqlite"
 	"gorm.io/gorm"
@@ -31,13 +33,13 @@ func Open(config Config) (*gorm.DB, error) {
 			}
 			dsn = config.DataDir + "/open_ai_canvas.db?_busy_timeout=5000&_journal_mode=WAL&_foreign_keys=on&_synchronous=NORMAL"
 		}
-		return gorm.Open(sqlite.Open(dsn), &gorm.Config{})
+		return gorm.Open(sqlite.Open(dsn), &gorm.Config{Logger: logging.GormLogger()})
 	case "postgres", "postgresql":
 		dsn := strings.TrimSpace(config.DSN)
 		if dsn == "" {
 			return nil, errors.New("PostgreSQL 模式必须配置 DATABASE_URL")
 		}
-		return gorm.Open(postgres.Open(dsn), &gorm.Config{})
+		return gorm.Open(postgres.Open(dsn), &gorm.Config{Logger: logging.GormLogger()})
 	default:
 		return nil, fmt.Errorf("不支持的数据库驱动：%s", driver)
 	}
diff --git a/backend/internal/handler/user_data.go b/backend/internal/handler/user_data.go
index 3948eec11..ed4ef4f27 100644
--- a/backend/internal/handler/user_data.go
+++ b/backend/internal/handler/user_data.go
@@ -6,7 +6,7 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
-	"log"
+	"log/slog"
 	"net/http"
 	"strconv"
 	"strings"
@@ -606,7 +606,7 @@ func RegisterUserDataRoutes(r *gin.RouterGroup, svc *service.Service) {
 			failService(c, err)
 			return
 		}
-		log.Printf("canvas_restore request_id=%q trace_id=%q actor=%q canvas=%q snapshot=%q base_revision=%d revision=%d", RequestID(c), TraceID(c), user.ID, c.Param("id"), c.Param("snapshotId"), *req.Revision, project.Revision)
+		slog.Info("canvas_restore", "request_id", RequestID(c), "trace_id", TraceID(c), "actor", user.ID, "canvas", c.Param("id"), "snapshot", c.Param("snapshotId"), "base_revision", *req.Revision, "revision", project.Revision)
 		ok(c, gin.H{"project": project})
 	})
 	r.PUT("/canvas-projects/:id", func(c *gin.Context) {
@@ -657,7 +657,15 @@ func RegisterUserDataRoutes(r *gin.RouterGroup, svc *service.Service) {
 				nodesBefore, nodesAfter = project.SaveAudit.NodesBefore, project.SaveAudit.NodesAfter
 			}
 			// Metadata only: never log prompts, media URLs, cookies, or the canvas payload.
-			log.Printf("canvas_save request_id=%q trace_id=%q actor=%q canvas=%q base_revision=%d revision=%d nodes_before=%d nodes_after=%d connections=%d status=%d", RequestID(c), TraceID(c), user.ID, identity.ID, baseRevision, project.Revision, nodesBefore, nodesAfter, len(audit.Connections), c.Writer.Status())
+			// 自动保存非常频繁：常规保存只在 debug 输出；节点减少（可能丢数据）或保存失败才提升级别。
+			level := slog.LevelDebug
+			switch {
+			case c.Writer.Status() >= http.StatusBadRequest:
+				level = slog.LevelWarn
+			case nodesBefore >= 0 && nodesAfter < nodesBefore:
+				level = slog.LevelInfo
+			}
+			slog.Log(c.Request.Context(), level, "canvas_save", "request_id", RequestID(c), "trace_id", TraceID(c), "actor", user.ID, "canvas", identity.ID, "base_revision", baseRevision, "revision", project.Revision, "nodes_before", nodesBefore, "nodes_after", nodesAfter, "connections", len(audit.Connections), "status", c.Writer.Status())
 		}()
 		if err != nil {
 			failService(c, err)
diff --git a/backend/internal/logging/gorm.go b/backend/internal/logging/gorm.go
new file mode 100644
index 000000000..919299157
--- /dev/null
+++ b/backend/internal/logging/gorm.go
@@ -0,0 +1,102 @@
+package logging
+
+import (
+	"context"
+	"errors"
+	"log/slog"
+	"time"
+
+	"gorm.io/gorm"
+	gormlogger "gorm.io/gorm/logger"
+)
+
+// GormLogger 把 GORM 日志接入统一 Handler：成功的 SQL 一律不输出，只记录失败与慢查询。
+// SQL 以参数化形式输出（不内联参数值），避免密码哈希、token 等写进日志。
+func GormLogger() gormlogger.Interface {
+	return gormLogger{level: gormlogger.Warn}
+}
+
+type gormLogger struct {
+	level gormlogger.LogLevel
+}
+
+func (l gormLogger) LogMode(level gormlogger.LogLevel) gormlogger.Interface {
+	l.level = level
+	return l
+}
+
+func (l gormLogger) Info(ctx context.Context, msg string, data ...any) {
+	if l.level >= gormlogger.Info {
+		slog.InfoContext(ctx, "gorm: "+msg, "data", data)
+	}
+}
+
+func (l gormLogger) Warn(ctx context.Context, msg string, data ...any) {
+	if l.level >= gormlogger.Warn {
+		slog.WarnContext(ctx, "gorm: "+msg, "data", data)
+	}
+}
+
+func (l gormLogger) Error(ctx context.Context, msg string, data ...any) {
+	if l.level >= gormlogger.Error {
+		slog.ErrorContext(ctx, "gorm: "+msg, "data", data)
+	}
+}
+
+func (l gormLogger) Trace(ctx context.Context, begin time.Time, fc func() (string, int64), err error) {
+	if l.level <= gormlogger.Silent {
+		return
+	}
+	elapsed := time.Since(begin)
+	var level slog.Level
+	var msg string
+	switch {
+	case err != nil && isExpectedQueryError(err):
+		return
+	case err != nil:
+		if l.level < gormlogger.Error {
+			return
+		}
+		level, msg = slog.LevelWarn, "sql failed"
+	case slowSQLThreshold() > 0 && elapsed >= slowSQLThreshold():
+		if l.level < gormlogger.Warn {
+			return
+		}
+		level, msg = slog.LevelWarn, "sql slow"
+	default:
+		return
+	}
+	if ctx == nil {
+		ctx = context.Background()
+	}
+	if !slog.Default().Enabled(ctx, level) {
+		return
+	}
+	sql, rows := fc()
+	attrs := []slog.Attr{
+		slog.Int64("duration_ms", elapsed.Milliseconds()),
+		slog.Int64("rows", rows),
+		slog.String("sql", truncate(sql, 2000)),
+	}
+	if err != nil {
+		attrs = append(attrs, slog.String("error", err.Error()))
+	}
+	slog.LogAttrs(ctx, level, msg, attrs...)
+}
+
+// ParamsFilter 让 GORM 在生成日志用的 SQL 时丢弃参数值。
+func (gormLogger) ParamsFilter(_ context.Context, sql string, _ ...any) (string, []any) {
+	return sql, nil
+}
+
+// 查不到记录、请求取消属于正常业务分支，由调用方决定是否需要记录。
+func isExpectedQueryError(err error) bool {
+	return errors.Is(err, gorm.ErrRecordNotFound) || errors.Is(err, context.Canceled)
+}
+
+func truncate(value string, limit int) string {
+	if len(value) <= limit {
+		return value
+	}
+	return value[:limit] + "...(truncated)"
+}
diff --git a/backend/internal/logging/http.go b/backend/internal/logging/http.go
new file mode 100644
index 000000000..c78027be3
--- /dev/null
+++ b/backend/internal/logging/http.go
@@ -0,0 +1,111 @@
+package logging
+
+import (
+	"io"
+	"log/slog"
+	"net/http"
+	"runtime/debug"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+)
+
+// quietWriteSuffixes 是语义上只读、但用 POST 发出的高频路由（心跳、状态查询、批量读取）。
+// 与 GET 一样，成功时只在 debug 级别输出。
+var quietWriteSuffixes = []string{
+	"/heartbeat",
+	"/query",
+	"/query-provider",
+	"/query-task",
+	"/checkout/refresh",
+	"/assets/batch",
+	"/announcements/read",
+	"/diagnostics/preview",
+	"/system-update/check",
+}
+
+// AccessLog 替代 gin.Logger：成功的查询类请求（GET/HEAD/OPTIONS 与 quietWriteSuffixes）降为 debug，
+// 写请求记 info，4xx 记 warn，5xx 记 error；超过慢请求阈值的非流式请求无论方法都记 warn。
+// redactPath 用于脱敏 URL 中的凭据段（例如分享 token），为 nil 时原样输出。
+func AccessLog(redactPath func(string) string) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		start := time.Now()
+		c.Next()
+		latency := time.Since(start)
+		status := c.Writer.Status()
+		route := c.FullPath()
+		level := accessLevel(c.Request.Method, route, status, latency, isStreamResponse(c))
+		ctx := c.Request.Context()
+		if !slog.Default().Enabled(ctx, level) {
+			return
+		}
+		path := c.Request.URL.Path
+		if redactPath != nil {
+			path = redactPath(path)
+		}
+		attrs := []slog.Attr{
+			slog.String("method", c.Request.Method),
+			slog.String("path", path),
+			slog.Int("status", status),
+			slog.Int64("latency_ms", latency.Milliseconds()),
+			slog.String("ip", c.ClientIP()),
+		}
+		if requestID := c.Writer.Header().Get("X-Request-ID"); requestID != "" {
+			attrs = append(attrs, slog.String("request_id", requestID))
+		}
+		if message := c.Errors.ByType(gin.ErrorTypePrivate).String(); message != "" {
+			attrs = append(attrs, slog.String("error", strings.TrimSpace(message)))
+		}
+		slog.LogAttrs(ctx, level, "http request", attrs...)
+	}
+}
+
+func accessLevel(method, route string, status int, latency time.Duration, stream bool) slog.Level {
+	switch {
+	case status >= http.StatusInternalServerError:
+		return slog.LevelError
+	case status >= http.StatusBadRequest:
+		return slog.LevelWarn
+	}
+	if threshold := slowRequestThreshold(); threshold > 0 && !stream && latency >= threshold {
+		return slog.LevelWarn
+	}
+	if isQueryRequest(method, route) {
+		return slog.LevelDebug
+	}
+	return slog.LevelInfo
+}
+
+func isQueryRequest(method, route string) bool {
+	switch method {
+	case http.MethodGet, http.MethodHead, http.MethodOptions:
+		return true
+	case http.MethodPost:
+		for _, suffix := range quietWriteSuffixes {
+			if strings.HasSuffix(route, suffix) {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+// SSE 与分块下载天然是长连接，耗时不代表慢。
+func isStreamResponse(c *gin.Context) bool {
+	return strings.Contains(c.Writer.Header().Get("Content-Type"), "text/event-stream")
+}
+
+// Recovery 替代 gin.Recovery：panic 与堆栈进入统一日志，而不是直接写带颜色码的 stderr。
+func Recovery() gin.HandlerFunc {
+	return gin.CustomRecoveryWithWriter(io.Discard, func(c *gin.Context, recovered any) {
+		slog.ErrorContext(c.Request.Context(), "http panic recovered",
+			"method", c.Request.Method,
+			"route", c.FullPath(),
+			"request_id", c.Writer.Header().Get("X-Request-ID"),
+			"panic", recovered,
+			"stack", string(debug.Stack()),
+		)
+		c.AbortWithStatus(http.StatusInternalServerError)
+	})
+}
diff --git a/backend/internal/logging/logging.go b/backend/internal/logging/logging.go
new file mode 100644
index 000000000..1e9c57d15
--- /dev/null
+++ b/backend/internal/logging/logging.go
@@ -0,0 +1,165 @@
+// Package logging 是后端唯一的日志出口。
+//
+// slog、标准库 log、GORM 与 Gin 访问日志都经由同一个 slog Handler 输出，格式与级别由环境变量统一控制：
+//
+//	CANVAS_LOG_LEVEL         debug | info | warn | error（默认 info）
+//	CANVAS_LOG_FORMAT        text | json（默认 text）
+//	CANVAS_LOG_SLOW_REQUEST  API 慢请求阈值（默认 2s，0 关闭）
+//	CANVAS_LOG_SLOW_SQL      慢 SQL 阈值（默认 500ms，0 关闭）
+//
+// 约定：新代码直接使用 log/slog 并选择合适级别；查询、流式事件、轮询等高频路径只能用 Debug。
+// 存量 log.Printf 基本都在失败分支，Setup 后统一按 WARN 桥接进同一个 Handler。
+package logging
+
+import (
+	"fmt"
+	"io"
+	"log/slog"
+	"os"
+	"strings"
+	"sync"
+	"time"
+)
+
+const (
+	EnvLevel       = "CANVAS_LOG_LEVEL"
+	EnvFormat      = "CANVAS_LOG_FORMAT"
+	EnvSlowRequest = "CANVAS_LOG_SLOW_REQUEST"
+	EnvSlowSQL     = "CANVAS_LOG_SLOW_SQL"
+
+	defaultSlowRequest = 2 * time.Second
+	defaultSlowSQL     = 500 * time.Millisecond
+)
+
+type Config struct {
+	Level       slog.Level
+	JSON        bool
+	SlowRequest time.Duration
+	SlowSQL     time.Duration
+	Output      io.Writer
+}
+
+var (
+	level = new(slog.LevelVar)
+
+	settingsMu  sync.RWMutex
+	slowRequest = defaultSlowRequest
+	slowSQL     = defaultSlowSQL
+)
+
+// ConfigFromEnv 读取日志环境变量；非法取值直接报错，避免线上悄悄退回到噪声更大的配置。
+func ConfigFromEnv() (Config, error) {
+	config := Config{Level: slog.LevelInfo, SlowRequest: defaultSlowRequest, SlowSQL: defaultSlowSQL}
+	if raw := strings.TrimSpace(os.Getenv(EnvLevel)); raw != "" {
+		parsed, err := ParseLevel(raw)
+		if err != nil {
+			return Config{}, err
+		}
+		config.Level = parsed
+	}
+	switch strings.ToLower(strings.TrimSpace(os.Getenv(EnvFormat))) {
+	case "", "text":
+	case "json":
+		config.JSON = true
+	default:
+		return Config{}, fmt.Errorf("%s 只能是 text 或 json", EnvFormat)
+	}
+	var err error
+	if config.SlowRequest, err = envThreshold(EnvSlowRequest, defaultSlowRequest); err != nil {
+		return Config{}, err
+	}
+	if config.SlowSQL, err = envThreshold(EnvSlowSQL, defaultSlowSQL); err != nil {
+		return Config{}, err
+	}
+	return config, nil
+}
+
+func ParseLevel(raw string) (slog.Level, error) {
+	switch strings.ToLower(strings.TrimSpace(raw)) {
+	case "debug":
+		return slog.LevelDebug, nil
+	case "info":
+		return slog.LevelInfo, nil
+	case "warn", "warning":
+		return slog.LevelWarn, nil
+	case "error":
+		return slog.LevelError, nil
+	default:
+		return 0, fmt.Errorf("%s 只能是 debug、info、warn 或 error", EnvLevel)
+	}
+}
+
+func envThreshold(key string, fallback time.Duration) (time.Duration, error) {
+	raw := strings.TrimSpace(os.Getenv(key))
+	if raw == "" {
+		return fallback, nil
+	}
+	if raw == "0" {
+		return 0, nil
+	}
+	parsed, err := time.ParseDuration(raw)
+	if err != nil || parsed < 0 {
+		return 0, fmt.Errorf("%s 必须是非负时长，例如 2s；0 表示关闭", key)
+	}
+	return parsed, nil
+}
+
+// Setup 安装全局日志 Handler，必须在打开数据库、创建路由之前调用。
+func Setup(config Config) {
+	output := config.Output
+	if output == nil {
+		output = os.Stderr
+	}
+	level.Set(config.Level)
+	settingsMu.Lock()
+	slowRequest, slowSQL = config.SlowRequest, config.SlowSQL
+	settingsMu.Unlock()
+
+	options := &slog.HandlerOptions{Level: level}
+	var handler slog.Handler
+	if config.JSON {
+		handler = slog.NewJSONHandler(output, options)
+	} else {
+		handler = slog.NewTextHandler(output, options)
+	}
+	slog.SetDefault(slog.New(handler))
+	// SetDefault 之后标准库 log 也写入同一个 Handler；存量调用基本都是失败分支，按 WARN 输出。
+	slog.SetLogLoggerLevel(slog.LevelWarn)
+}
+
+// SetLevel 允许运行时调整级别（例如临时打开 debug 排障）。
+func SetLevel(value slog.Level) { level.Set(value) }
+
+func DebugEnabled() bool { return level.Level() <= slog.LevelDebug }
+
+func slowRequestThreshold() time.Duration {
+	settingsMu.RLock()
+	defer settingsMu.RUnlock()
+	return slowRequest
+}
+
+func slowSQLThreshold() time.Duration {
+	settingsMu.RLock()
+	defer settingsMu.RUnlock()
+	return slowSQL
+}
+
+var sampled sync.Map // key -> 上次放行时间
+
+// Every 让同一个 key 在 interval 内只放行一次，用于读路径上会随请求重复出现的告警。
+// key 必须来自有限集合（例如模型 ID），不能带请求级别的随机值，否则会无限增长。
+func Every(key string, interval time.Duration) bool {
+	now := time.Now()
+	for {
+		previous, loaded := sampled.LoadOrStore(key, now)
+		if !loaded {
+			return true
+		}
+		if now.Sub(previous.(time.Time)) < interval {
+			return false
+		}
+		if sampled.CompareAndSwap(key, previous, now) {
+			return true
+		}
+	}
+}
diff --git a/backend/internal/logging/logging_test.go b/backend/internal/logging/logging_test.go
new file mode 100644
index 000000000..4a5b24011
--- /dev/null
+++ b/backend/internal/logging/logging_test.go
@@ -0,0 +1,134 @@
+package logging
+
+import (
+	"bytes"
+	"errors"
+	"log"
+	"log/slog"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"gorm.io/gorm"
+)
+
+func setupBuffer(t *testing.T, level slog.Level) *bytes.Buffer {
+	t.Helper()
+	previous := slog.Default()
+	buffer := &bytes.Buffer{}
+	Setup(Config{Level: level, SlowRequest: time.Second, SlowSQL: 100 * time.Millisecond, Output: buffer})
+	t.Cleanup(func() {
+		slog.SetDefault(previous)
+		log.SetOutput(os.Stderr)
+		log.SetFlags(log.LstdFlags)
+	})
+	return buffer
+}
+
+func TestConfigFromEnv(t *testing.T) {
+	t.Setenv(EnvLevel, "WARN")
+	t.Setenv(EnvFormat, "json")
+	t.Setenv(EnvSlowRequest, "0")
+	t.Setenv(EnvSlowSQL, "250ms")
+	config, err := ConfigFromEnv()
+	if err != nil {
+		t.Fatal(err)
+	}
+	if config.Level != slog.LevelWarn || !config.JSON || config.SlowRequest != 0 || config.SlowSQL != 250*time.Millisecond {
+		t.Fatalf("unexpected config: %+v", config)
+	}
+	t.Setenv(EnvLevel, "verbose")
+	if _, err := ConfigFromEnv(); err == nil {
+		t.Fatal("invalid level must be rejected")
+	}
+}
+
+func TestAccessLogSkipsSuccessfulQueries(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	buffer := setupBuffer(t, slog.LevelInfo)
+	router := gin.New()
+	router.Use(AccessLog(func(path string) string { return strings.ReplaceAll(path, "secret", ":token") }))
+	router.GET("/api/items", func(c *gin.Context) { c.Status(http.StatusOK) })
+	router.GET("/api/broken", func(c *gin.Context) { c.Status(http.StatusInternalServerError) })
+	router.POST("/api/items", func(c *gin.Context) { c.Status(http.StatusCreated) })
+	router.POST("/api/runs/:id/heartbeat", func(c *gin.Context) { c.Status(http.StatusOK) })
+	router.GET("/api/share/:token", func(c *gin.Context) { c.Status(http.StatusNotFound) })
+
+	serve := func(method, path string) {
+		router.ServeHTTP(httptest.NewRecorder(), httptest.NewRequest(method, path, nil))
+	}
+	serve(http.MethodGet, "/api/items")
+	serve(http.MethodPost, "/api/runs/r1/heartbeat")
+	if buffer.Len() != 0 {
+		t.Fatalf("successful queries must not be logged at info level: %s", buffer.String())
+	}
+	serve(http.MethodPost, "/api/items")
+	serve(http.MethodGet, "/api/broken")
+	serve(http.MethodGet, "/api/share/secret")
+	output := buffer.String()
+	for _, want := range []string{"level=INFO", "status=201", "level=ERROR", "status=500", "level=WARN", "path=/api/share/:token"} {
+		if !strings.Contains(output, want) {
+			t.Fatalf("missing %q in %s", want, output)
+		}
+	}
+	if strings.Contains(output, "secret") {
+		t.Fatalf("redacted path leaked: %s", output)
+	}
+}
+
+func TestAccessLevelSlowRequest(t *testing.T) {
+	setupBuffer(t, slog.LevelInfo)
+	if got := accessLevel(http.MethodGet, "/api/items", 200, 2*time.Second, false); got != slog.LevelWarn {
+		t.Fatalf("slow query should warn, got %v", got)
+	}
+	if got := accessLevel(http.MethodGet, "/api/agent/runs/:id/events", 200, time.Hour, true); got != slog.LevelDebug {
+		t.Fatalf("long-lived streams are not slow requests, got %v", got)
+	}
+}
+
+func TestStdlogBridgesToWarn(t *testing.T) {
+	buffer := setupBuffer(t, slog.LevelWarn)
+	log.Printf("legacy failure: %v", errors.New("boom"))
+	if !strings.Contains(buffer.String(), "level=WARN") || !strings.Contains(buffer.String(), "legacy failure: boom") {
+		t.Fatalf("std log should reach the unified handler as WARN: %s", buffer.String())
+	}
+	slog.Info("info line")
+	if strings.Contains(buffer.String(), "info line") {
+		t.Fatal("info must be filtered at warn level")
+	}
+}
+
+func TestGormLoggerOnlyLogsFailuresAndSlowQueries(t *testing.T) {
+	buffer := setupBuffer(t, slog.LevelInfo)
+	logger := GormLogger()
+	sql := func() (string, int64) { return "SELECT * FROM users WHERE id = $1", 1 }
+	logger.Trace(t.Context(), time.Now(), sql, nil)
+	logger.Trace(t.Context(), time.Now(), sql, gorm.ErrRecordNotFound)
+	if buffer.Len() != 0 {
+		t.Fatalf("successful or not-found queries must not be logged: %s", buffer.String())
+	}
+	logger.Trace(t.Context(), time.Now().Add(-time.Second), sql, nil)
+	logger.Trace(t.Context(), time.Now(), sql, errors.New("deadlock"))
+	output := buffer.String()
+	if !strings.Contains(output, `msg="sql slow"`) || !strings.Contains(output, `msg="sql failed"`) || !strings.Contains(output, "deadlock") {
+		t.Fatalf("slow and failed SQL must be logged: %s", output)
+	}
+	filter, ok := logger.(gorm.ParamsFilter)
+	if !ok {
+		t.Fatal("GORM logger must implement ParamsFilter so SQL parameters stay out of logs")
+	}
+	if _, vars := filter.ParamsFilter(t.Context(), "SELECT 1", "secret"); vars != nil {
+		t.Fatal("SQL parameters must be dropped from logs")
+	}
+}
+
+func TestEvery(t *testing.T) {
+	key := "test-every-" + time.Now().String()
+	if !Every(key, time.Hour) || Every(key, time.Hour) {
+		t.Fatal("Every should allow the first call and suppress repeats within the interval")
+	}
+}
diff --git a/docker-compose.deploy.yml b/docker-compose.deploy.yml
index 5e76324a7..3daac69c5 100644
--- a/docker-compose.deploy.yml
+++ b/docker-compose.deploy.yml
@@ -74,6 +74,8 @@ services:
       YINGCE_AGENT_URL: http://yingce-agent:8081
       YINGCE_AGENT_TOKEN: ${YINGCE_AGENT_TOKEN:?请先配置 YINGCE_AGENT_TOKEN}
       YINGCE_AGENT_BRIDGE_HOST: backend
+      CANVAS_LOG_LEVEL: ${CANVAS_LOG_LEVEL:-info}
+      CANVAS_LOG_FORMAT: ${CANVAS_LOG_FORMAT:-text}
       GIN_MODE: release
     volumes:
       - ${CANVAS_DATA_PATH:-backend-data}:/data
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
index fcf16dc56..f488a3fa6 100644
--- a/docker-compose.dev.yml
+++ b/docker-compose.dev.yml
@@ -28,6 +28,7 @@ services:
       CANVAS_CORS_ORIGINS: ${CANVAS_CORS_ORIGINS:-http://localhost:3000}
       # 服务器访问地址：Agent 看图与生成参考图都靠它签发上游可取到的短时链接。
       CANVAS_PUBLIC_BASE_URL: ${CANVAS_PUBLIC_BASE_URL:-}
+      CANVAS_LOG_LEVEL: ${CANVAS_LOG_LEVEL:-debug}
       GIN_MODE: debug
     volumes:
       - type: bind
diff --git a/docker-compose.local.yml b/docker-compose.local.yml
index a95c20666..ee1a7584c 100644
--- a/docker-compose.local.yml
+++ b/docker-compose.local.yml
@@ -22,6 +22,8 @@ services:
       # 服务器访问地址：Agent 看图与生成参考图都靠它签发上游可取到的短时链接。
       CANVAS_PUBLIC_BASE_URL: ${CANVAS_PUBLIC_BASE_URL:-}
       ENABLE_PROVIDER_PLUGINS: ${ENABLE_PROVIDER_PLUGINS:-false}
+      CANVAS_LOG_LEVEL: ${CANVAS_LOG_LEVEL:-info}
+      CANVAS_LOG_FORMAT: ${CANVAS_LOG_FORMAT:-text}
       GIN_MODE: release
     volumes:
       - backend-data:/data
diff --git a/docker-compose.server.yml b/docker-compose.server.yml
index c4c19ec7b..ec2b974e5 100644
--- a/docker-compose.server.yml
+++ b/docker-compose.server.yml
@@ -69,6 +69,8 @@ services:
       CANVAS_ALLOWED_PRIVATE_UPSTREAM_HOSTS: ${CANVAS_ALLOWED_PRIVATE_UPSTREAM_HOSTS:-}
       CANVAS_CORS_ORIGINS: ${CANVAS_CORS_ORIGINS:-*}
       CANVAS_PUBLIC_BASE_URL: ${CANVAS_PUBLIC_BASE_URL:-}
+      CANVAS_LOG_LEVEL: ${CANVAS_LOG_LEVEL:-info}
+      CANVAS_LOG_FORMAT: ${CANVAS_LOG_FORMAT:-text}
       GIN_MODE: release
     volumes:
       - ${CANVAS_DATA_PATH:-./data}:/data
diff --git a/docker-compose.yml b/docker-compose.yml
index 763cc847a..e8a6ae3d8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -21,6 +21,8 @@ services:
       CANVAS_CORS_ORIGINS: ${CANVAS_CORS_ORIGINS:-http://localhost:3000}
       # 服务器访问地址：Agent 看图与生成参考图都靠它签发上游可取到的短时链接。
       CANVAS_PUBLIC_BASE_URL: ${CANVAS_PUBLIC_BASE_URL:-}
+      CANVAS_LOG_LEVEL: ${CANVAS_LOG_LEVEL:-info}
+      CANVAS_LOG_FORMAT: ${CANVAS_LOG_FORMAT:-text}
       GIN_MODE: release
     volumes:
       - backend-data:/data
diff --git a/docs/content/docs/progress/pending-test.mdx b/docs/content/docs/progress/pending-test.mdx
index 355cc9286..dc947fab3 100644
--- a/docs/content/docs/progress/pending-test.mdx
+++ b/docs/content/docs/progress/pending-test.mdx
@@ -5,6 +5,13 @@ description: 当前项目已实现功能的手工验证清单与未确认边界
 
 # 待测试
 
+## 后端统一日志与降噪
+
+- 已实现：新增 `backend/internal/logging`，统一接管 slog、标准库 `log`、GORM 与 Gin 访问日志，级别与格式由 `CANVAS_LOG_LEVEL` / `CANVAS_LOG_FORMAT` 控制。`info` 下不再输出成功的查询类请求、成功 SQL、`[Agent] message_end` 等流式事件及常规画布自动保存；4xx/5xx、慢请求、慢 SQL、SQL 失败和 panic 仍会记录，SQL 不带参数值。
+- [x] `go build ./...`、`go test ./...` 与 `internal/logging` 单元测试通过。
+- [ ] 部署到服务器后观察一段时间的日志量，确认没有遗漏的高频输出；临时切换 `CANVAS_LOG_LEVEL=debug` 验证 Agent 事件与查询请求可以重新看到，再切回 `info`。
+- [ ] 若接入日志采集，验证 `CANVAS_LOG_FORMAT=json` 的字段（`request_id`、`status`、`latency_ms`）可被正确解析。
+
 ## 模型选择弹窗长描述与视口边界
 
 - 已调整：共用 `ModelPicker` 的宽度由共享样式统一控制，移除按内容撑宽及触发器最小宽度约束；渠道描述支持换行，字号统一使用说明文字 token（12px），行高为 1.5，移除旧 9px / 10px 覆盖；模型名称与价格在空间不足时分行显示，长价格文本可换行。