Review for optimization opportunities:

Base image choice
Layer structure
Build dependencies
Caching strategy
Security practices

Step 2: Optimize Base Image

Choose minimal base:

# Before: Large base
FROM ubuntu:22.04  # ~77MB

# After: Minimal base
FROM alpine:3.18   # ~7MB
# or
FROM node:18-alpine  # ~170MB vs node:18 ~990MB

Use specific tags:

# Bad: Unpredictable
FROM node:latest

# Good: Specific version
FROM node:18.17-alpine3.18

Step 3: Implement Multi-Stage Builds

For compiled languages:

# Before: Single stage
FROM golang:1.21
WORKDIR /app
COPY . .
RUN go build -o app
CMD ["./app"]
# Result: ~800MB

# After: Multi-stage
FROM golang:1.21-alpine AS builder
WORKDIR /app
COPY . .
RUN go build -o app

FROM alpine:3.18
COPY --from=builder /app/app /app
CMD ["/app"]
# Result: ~15MB

Step 4: Optimize Layer Caching

Order by change frequency:

# Bad: Code changes invalidate all layers
FROM node:18-alpine
COPY . .
RUN npm install
CMD ["node", "server.js"]

# Good: Dependencies cached separately
FROM node:18-alpine
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
COPY . .
CMD ["node", "server.js"]

Step 5: Combine and Minimize Layers

Reduce layer count:

# Before: Multiple layers
RUN apt-get update
RUN apt-get install -y curl
RUN apt-get install -y git
RUN apt-get clean

# After: Single layer
RUN apt-get update && \
    apt-get install -y curl git && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

Step 6: Use .dockerignore

Create .dockerignore:

node_modules
npm-debug.log
.git
.gitignore
README.md
.env
.DS_Store
*.md
.vscode
.idea
dist
build
coverage

Step 7: Remove Build Dependencies

Clean up after install:

# Python example
RUN pip install --no-cache-dir -r requirements.txt

# Node example
RUN npm ci --only=production && npm cache clean --force

# Alpine example
RUN apk add --no-cache curl && \
    apk del build-dependencies

Step 8: Add Security Improvements

Run as non-root:

# Create user
RUN addgroup -g 1001 -S appuser && \
    adduser -u 1001 -S appuser -G appuser

# Switch to user
USER appuser

# Or use existing user
USER nobody

Step 9: Verify Optimization

Check image size:

docker images myapp
docker history myapp

Analyze layers:

docker history myapp --no-trunc

Use dive tool:

dive myapp

Optimization Patterns

Node.js Optimization:

FROM node:18-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production

FROM node:18-alpine
WORKDIR /app
COPY --from=builder /app/node_modules ./node_modules
COPY . .
USER node
EXPOSE 3000
CMD ["node", "server.js"]

Python Optimization:

FROM python:3.11-slim AS builder
WORKDIR /app
COPY requirements.txt .
RUN pip install --user --no-cache-dir -r requirements.txt

FROM python:3.11-slim
WORKDIR /app
COPY --from=builder /root/.local /root/.local
COPY . .
ENV PATH=/root/.local/bin:$PATH
USER nobody
CMD ["python", "app.py"]

Go Optimization:

FROM golang:1.21-alpine AS builder
WORKDIR /app
COPY go.* ./
RUN go mod download
COPY . .
RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o app .

FROM scratch
COPY --from=builder /app/app /app
COPY --from=builder /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/
EXPOSE 8080
CMD ["/app"]

Common Issues

Issue: Large image size

Use alpine or slim base images
Implement multi-stage builds
Remove build dependencies
Use .dockerignore

Issue: Slow builds

Optimize layer caching
Order commands by change frequency
Use build cache mounts
Parallelize where possible

Issue: Security vulnerabilities

Use minimal base images
Keep images updated
Run as non-root
Scan with security tools

Issue: Build cache not working

Check command order
Avoid COPY . . early
Use specific COPY commands
Check .dockerignore

Advanced

For detailed information, see:

Multi-Stage Builds - Advanced multi-stage patterns
Layer Caching - Caching strategies and optimization
Base Images - Base image selection guide

dockerfile-optimizer

Dockerfile Optimizer

Quick Start

Instructions

Step 1: Analyze Current Dockerfile