Ikram Alam The Evolution Of Todo Mastering Spec Driven Development Cloud Native AI Containerizing Applications

Containerizing Applications

Quick Start

1. Run impact analysis first (env vars, network topology, auth/CORS)
2. Generate Dockerfiles using patterns below
3. Create docker-compose.yml with proper networking
4. Package as Helm chart for Kubernetes

Dockerfile Patterns

FastAPI/Python (Multi-stage with uv)

# syntax=docker/dockerfile:1
FROM python:3.13-slim AS builder
WORKDIR /app
RUN pip install uv
COPY pyproject.toml .
RUN uv pip install --system --no-cache -r pyproject.toml

FROM python:3.13-slim
WORKDIR /app
COPY --from=builder /usr/local/lib/python3.13/site-packages /usr/local/lib/python3.13/site-packages
COPY . .
RUN useradd -u 1000 appuser && chown -R appuser /app
USER appuser
EXPOSE 8000
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]

Next.js (Standalone)

# syntax=docker/dockerfile:1
FROM node:20-alpine AS deps
WORKDIR /app
COPY package*.json ./
RUN npm ci

FROM node:20-alpine AS builder
WORKDIR /app
COPY --from=deps /app/node_modules ./node_modules
COPY . .
ARG NEXT_PUBLIC_API_URL
ARG NEXT_PUBLIC_SSO_URL
ENV NEXT_PUBLIC_API_URL=$NEXT_PUBLIC_API_URL
ENV NEXT_PUBLIC_SSO_URL=$NEXT_PUBLIC_SSO_URL
RUN npm run build

FROM node:20-alpine AS runner
WORKDIR /app
ENV NODE_ENV=production
RUN addgroup -g 1001 -S nodejs && adduser -S nextjs -u 1001
COPY --from=builder /app/.next/standalone ./
COPY --from=builder /app/.next/static ./.next/static
COPY --from=builder /app/public ./public
USER nextjs
EXPOSE 3000
CMD ["node", "server.js"]

docker-compose Pattern

services:
  web:
    build:
      context: ./web
      args:
        # BROWSER: baked into JS bundle
        - NEXT_PUBLIC_API_URL=http://localhost:8000
    environment:
      # SERVER: read at runtime inside container
      - SERVER_API_URL=http://api:8000
    ports:
      - "3000:3000"
    depends_on:
      api:
        condition: service_healthy

  api:
    build: ./api
    environment:
      - DATABASE_URL=${DATABASE_URL}
      - CORS_ORIGINS=http://localhost:3000,http://web:3000
    ports:
      - "8000:8000"
    healthcheck:
      test: ["CMD", "curl", "-f", "http://127.0.0.1:8000/health"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s

Helm Chart Structure

helm/myapp/
├── Chart.yaml
├── values.yaml
├── templates/
│   ├── _helpers.tpl
│   ├── deployment.yaml
│   ├── service.yaml
│   ├── configmap.yaml
│   ├── secret.yaml
│   └── ingress.yaml

Chart.yaml

apiVersion: v2
name: myapp
version: 1.0.0
appVersion: "1.0.0"

values.yaml Pattern

api:
  replicaCount: 1
  image:
    repository: myapp/api
    tag: latest
    pullPolicy: IfNotPresent
  service:
    type: ClusterIP
    port: 8000
  resources:
    limits:
      cpu: 500m
      memory: 512Mi

Helm Commands

helm create mychart              # Create new chart
helm template . --debug          # Render templates
helm install myapp ./chart       # Install
helm upgrade myapp ./chart       # Upgrade
helm install myapp ./chart \
  --set api.image.tag=v2.0.0     # Override values

Battle-Tested Gotchas (15+)

1. Browser vs Server URLs

Problem: Browser runs on host, server runs in container

build:
  args:
    - NEXT_PUBLIC_API_URL=http://localhost:8000   # Browser
environment:
  - SERVER_API_URL=http://api:8000                # Server

2. Healthcheck IPv6 Issue

Problem: wget http://localhost:3000 fails with IPv6

healthcheck:
  test: ["CMD", "wget", "--spider", "http://127.0.0.1:3000/"]  # NOT localhost!

3. MCP Server 421 Misdirected Request

Problem: FastMCP rejects Docker service names

transport_security = TransportSecuritySettings(
    allowed_hosts=["127.0.0.1:*", "localhost:*", "mcp-server:*", "0.0.0.0:*"]
)

4. SQLModel Tables Not Created

Problem: Models not imported before create_all()

# MUST import before create_all()
from .models import User, Task, Project  # noqa: F401
SQLModel.metadata.create_all(engine)

5. Database Migration Order

Problem: Drizzle db:push drops tables not in schema Solution: Start postgres → Run Drizzle → Then start API

6. uv Network Timeout

RUN UV_HTTP_TIMEOUT=120 uv pip install --system --no-cache -r pyproject.toml

7. Missing Syntax Directive

# syntax=docker/dockerfile:1    # ALWAYS first line
FROM python:3.13-slim

8. localhost in Container

Use Docker service names (api, web, sso) for server-side, NOT localhost

9. Auth Origins

Add Docker service names to trustedOrigins BEFORE building

10. Service Startup Order

Use depends_on with condition: service_healthy

11. Health Check Timing

Use start_period (e.g., 40s) for apps that take time to start

12. pgAdmin Email Validation

Use valid email like admin@example.com, not .local domains

13. Playwright in Dependencies

Keep test tools in devDependencies (300MB+ bloat)

14. MCP Health Check 406

Add separate /health endpoint via ASGI middleware

15. Helm Comma Parsing

Use values file instead of --set for comma-containing values

Production Security

Docker Hardened Images (Recommended)

95% fewer CVEs than community images. Free under Apache 2.0.

# BEFORE: Community image with unknown CVEs
FROM python:3.12-slim

# AFTER: Docker Hardened Image
FROM docker.io/docker/python:3.12-dhi

Five Pillars of DHI:

Verify signatures:

cosign verify docker.io/docker/python:3.12-dhi

Read SBOM:

docker sbom docker.io/docker/python:3.12-dhi

Trivy Scanning (CI/CD)

- name: Scan for vulnerabilities
  run: trivy image --severity HIGH,CRITICAL --exit-code 1 ${{ env.IMAGE }}

Distroless Images (Alternative)

# Python - use gcr.io/distroless/python3-debian12
FROM gcr.io/distroless/python3-debian12
# No shell, no package manager, runs as nonroot by default

Multi-Arch Builds

- uses: docker/build-push-action@v5
  with:
    platforms: linux/amd64,linux/arm64  # Build for both
    cache-from: type=gha
    cache-to: type=gha,mode=max

BuildKit Secrets

# Mount secrets during build (never stored in layers)
RUN --mount=type=secret,id=npm_token \
    NPM_TOKEN=$(cat /run/secrets/npm_token) npm install

See references/production-security.md for full patterns.

Verification

Run: python scripts/verify.py

Related Skills

• operating-k8s-local - Local Kubernetes with Minikube
• deploying-cloud-k8s - Cloud Kubernetes deployment
• scaffolding-fastapi-dapr - FastAPI patterns

References

• references/production-security.md - Trivy, distroless, multi-arch, BuildKit secrets

Converted and distributed by TomeVault — claim your Tome and manage your conversions.