diff --git a/.air.toml b/.air.toml
index f726a58..967176e 100644
--- a/.air.toml
+++ b/.air.toml
@@ -4,7 +4,7 @@ tmp_dir = "bin"
 
 [build]
   args_bin = []
-  bin = "./bin/baihu"
+  entrypoint = "./bin/baihu"
   cmd = ":"
   full_bin = "go run main.go server"
   delay = 1000
diff --git a/Makefile b/Makefile
index c491bf0..0ba5017 100644
--- a/Makefile
+++ b/Makefile
@@ -8,6 +8,9 @@ VERSION=$(shell git describe --tags --always --dirty 2>/dev/null || echo "dev")
 BUILD_TIME=$(shell date '+%Y/%m/%d %H:%M:%S')
 LDFLAGS=-ldflags="-s -w -X 'github.com/engigu/baihu-panel/internal/constant.Version=$(VERSION)' -X 'github.com/engigu/baihu-panel/internal/constant.BuildTime=$(BUILD_TIME)'"
 
+HOST_UID := $(shell id -u 2>/dev/null || echo 1000)
+HOST_GID := $(shell id -g 2>/dev/null || echo 1000)
+
 # Default target
 all: build
 
@@ -68,6 +71,10 @@ clean:
 	mkdir -p web/dist
 	touch web/dist/.gitkeep
 
+# Clean everything: local artifacts and Docker development environment (including volumes)
+clean-all: clean docker-dev-clean
+	@echo "All local artifacts and Docker dev caches have been completely wiped."
+
 # Run the application
 run:
 	@mkdir -p bin
@@ -77,6 +84,7 @@ run:
 # Development run with hot reload (both frontend and backend)
 dev:
 	@command -v concurrently > /dev/null 2>&1 || npm install -g concurrently
+	@mkdir -p envs web/node_modules
 	concurrently --kill-others \
 		"go tool air" \
 		"cd web && npm ci && npm run dev"
@@ -105,30 +113,48 @@ docker-run:
 
 # Docker compose up
 docker-up:
-	docker-compose up -d
+	docker compose up -d
 
 # Docker compose down
 docker-down:
-	docker-compose down
+	docker compose down
 
-# Build and run in development mode (foreground with logs)
+# Start isolated Docker dev environment (foreground with logs, Ctrl+C to stop)
 docker-dev:
-	docker-compose down
-	docker-compose build
-	docker-compose up
+	@command -v concurrently > /dev/null 2>&1 || npm install -g concurrently
+	@mkdir -p envs web/node_modules
+	UID=$(HOST_UID) GID=$(HOST_GID) docker compose -f docker-compose.dev.yml up --build
+
+# Start isolated Docker dev environment (background)
+docker-dev-d:
+	UID=$(HOST_UID) GID=$(HOST_GID) docker compose -f docker-compose.dev.yml up -d --build
+
+# Stop Docker dev environment (preserves cached volumes for fast restart)
+docker-dev-down:
+	docker compose -f docker-compose.dev.yml down
+
+# Stop and completely clean Docker dev environment (removes all cached volumes)
+# Use this if your environment is broken or you want a fresh start
+docker-dev-clean:
+	docker compose -f docker-compose.dev.yml down -v
 
 # Help
 help:
 	@echo "Available targets:"
-	@echo "  all            - Build the application (default)"
-	@echo "  build          - Build the application"
-	@echo "  build-agent    - Build agent packages (tar.gz) for all platforms"
-	@echo "  clean          - Clean built files"
-	@echo "  run            - Run the application"
-	@echo "  deps           - Install dependencies"
-	@echo "  docker-build   - Build Docker image"
-	@echo "  docker-run     - Run Docker container"
-	@echo "  docker-up      - Start Docker Compose stack"
-	@echo "  docker-down    - Stop Docker Compose stack"
-	@echo "  docker-dev     - Build and run Docker Compose in foreground"
-	@echo "  help           - Show this help message"
+	@echo "  all              - Build the application (default)"
+	@echo "  build            - Build the application"
+	@echo "  build-agent      - Build agent packages (tar.gz) for all platforms"
+	@echo "  clean            - Clean built files"
+	@echo "  clean-all        - Clean local files and Docker dev environment (including volumes)"
+	@echo "  run              - Run the application locally"
+	@echo "  dev              - Run local development with hot reload"
+	@echo "  deps             - Install Go dependencies"
+	@echo "  docker-build     - Build production Docker image"
+	@echo "  docker-run       - Run production Docker container"
+	@echo "  docker-up        - Start production Docker Compose stack"
+	@echo "  docker-down      - Stop production Docker Compose stack"
+	@echo "  docker-dev       - Start isolated Docker dev environment (foreground)"
+	@echo "  docker-dev-d     - Start isolated Docker dev environment (background)"
+	@echo "  docker-dev-down  - Stop Docker dev environment (keep caches)"
+	@echo "  docker-dev-clean - Stop and clean Docker dev environment (remove caches)"
+	@echo "  help             - Show this help message"
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
new file mode 100644
index 0000000..5187a3f
--- /dev/null
+++ b/docker-compose.dev.yml
@@ -0,0 +1,31 @@
+services:
+  baihu-dev:
+    build:
+      context: .
+      dockerfile: docker/Dockerfile.dev
+    container_name: baihu-dev
+    ports:
+      - "8052:8052"
+      - "5173:5173"
+    volumes:
+      - .:/app
+      - baihu-envs:/app/envs
+      - baihu-node-modules:/app/web/node_modules
+      - go-mod-cache:/go/pkg/mod
+      - npm-cache:/root/.npm
+    environment:
+      - TZ=Asia/Shanghai
+      - DEV_UID=${UID:-1000}
+      - DEV_GID=${GID:-1000}
+    stdin_open: true
+    tty: true
+
+volumes:
+  baihu-envs:
+    name: baihu_dev_envs
+  baihu-node-modules:
+    name: baihu_dev_node_modules
+  go-mod-cache:
+    name: baihu_dev_go_cache
+  npm-cache:
+    name: baihu_dev_npm_cache
diff --git a/docker/Dockerfile.dev b/docker/Dockerfile.dev
new file mode 100644
index 0000000..0474861
--- /dev/null
+++ b/docker/Dockerfile.dev
@@ -0,0 +1,48 @@
+FROM golang:1.25-trixie
+
+ENV TZ=Asia/Shanghai
+ENV LANG=C.UTF-8
+ENV LC_ALL=C.UTF-8
+
+ENV NODE_VERSION=23
+ENV PYTHON_VERSION=3.13
+
+RUN sed -i 's@deb.debian.org@mirrors.tuna.tsinghua.edu.cn@g' /etc/apt/sources.list.d/debian.sources \
+    && sed -i 's@security.debian.org@mirrors.tuna.tsinghua.edu.cn@g' /etc/apt/sources.list.d/debian.sources \
+    && echo "${TZ}" > /etc/timezone \
+    && ln -sf /usr/share/zoneinfo/${TZ} /etc/localtime \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends \
+         sudo gosu tzdata git curl wget vim htop ca-certificates rsync \
+    && BUILD_DEPS="gcc build-essential libssl-dev zlib1g-dev libbz2-dev \
+         libreadline-dev libsqlite3-dev libncursesw5-dev \
+         xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev" \
+    && apt-get install -y --no-install-recommends $BUILD_DEPS \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN go env -w GOPROXY=https://goproxy.cn,direct
+
+ENV MISE_GLOBAL_DIR=/opt/mise-dev
+ENV PATH="/opt/mise-dev/shims:/opt/mise-dev/bin:$PATH"
+RUN curl https://mise.run | MISE_INSTALL_PATH=/usr/local/bin/mise sh \
+    && MISE_DATA_DIR=/opt/mise-dev MISE_CONFIG_DIR=/opt/mise-dev MISE_HTTP_TIMEOUT=300 \
+    PYTHON_BUILD_MIRROR_URL=https://pyenv.pages.dev/api/mirror/binaries \
+    mise use -g node@${NODE_VERSION} python@${PYTHON_VERSION} \
+    && mise prune -- -f
+
+ENV MISE_DATA_DIR=/app/envs/mise
+ENV MISE_CONFIG_DIR=/app/envs/mise
+ENV PATH="/app/envs/mise/shims:/app/envs/mise/bin:$PATH"
+
+RUN mkdir -p /go/pkg/mod /root/.npm /app/web/node_modules
+
+COPY docker/docker-entrypoint-dev.sh /usr/local/bin/
+RUN chmod +x /usr/local/bin/docker-entrypoint-dev.sh
+
+WORKDIR /app
+
+EXPOSE 8052 5173
+
+ENTRYPOINT ["docker-entrypoint-dev.sh"]
+
+CMD ["make", "dev"]
diff --git a/docker/docker-entrypoint-dev.sh b/docker/docker-entrypoint-dev.sh
new file mode 100644
index 0000000..2b16bdb
--- /dev/null
+++ b/docker/docker-entrypoint-dev.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+set -e
+export LANG=C.UTF-8
+export LC_ALL=C.UTF-8
+
+export MISE_HIDE_UPDATE_WARNING=1
+
+COLOR_PREFIX="\033[1;36m[Entrypoint]\033[0m"
+log() {
+    printf "${COLOR_PREFIX} %s\n" "$1"
+}
+
+log "Initializing Development Environment..."
+
+DEV_UID=${DEV_UID:-1000}
+DEV_GID=${DEV_GID:-1000}
+
+if ! id -u devuser >/dev/null 2>&1; then
+    log "Creating user 'devuser' (UID: $DEV_UID, GID: $DEV_GID)..."
+    groupadd -o -g "$DEV_GID" devgroup
+    useradd -o -u "$DEV_UID" -g "$DEV_GID" -m -s /bin/bash devuser
+
+    echo "devuser ALL=(ALL) NOPASSWD: ALL" > /etc/sudoers.d/devuser
+    chmod 0440 /etc/sudoers.d/devuser
+fi
+
+chown devuser:devgroup /app/envs /app/web/node_modules /go/pkg/mod 2>/dev/null || true
+
+MISE_DIR="/app/envs/mise"
+mkdir -p "$MISE_DIR"
+log "Syncing mise environment from base..."
+rsync -a --ignore-existing /opt/mise-dev/ "$MISE_DIR" || true
+log "Mise environment synced"
+
+chown -R ${DEV_UID}:${DEV_GID} /opt/mise-dev /go /root/.npm /app
+
+export MISE_DATA_DIR="$MISE_DIR"
+export MISE_CONFIG_DIR="$MISE_DIR"
+export PATH="$MISE_DIR/shims:$MISE_DIR/bin:$PATH"
+
+export PIP_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+
+log "mise version: $(mise --version 2>/dev/null | head -n 1)"
+log "python: $(python --version 2>&1 | head -n 1) at $(which python)"
+log "node: $(node --version 2>&1 | head -n 1) at $(which node)"
+log "npm: $(npm --version 2>&1 | head -n 1) at $(which npm)"
+
+log "Environment ready! Starting make dev..."
+exec gosu devuser "$@"