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@Punitkumar756 Punitkumar756 commented Dec 13, 2025

This PR addresses the problem of inconsistent development environments and complex onboarding by introducing complete Docker and Docker Compose support for both the FastAPI backend and React (Vite) frontend.

Adds multi-stage Dockerfiles for backend and frontend, standardizing Python and Node versions
Integrates a master docker-compose.yml to orchestrate backend, frontend, and Redis with one command
Enables automatic environment variable injection and hot reloading via volume mapping
Ensures contributors no longer need to install Python, Node, or dependencies locally
Provides a consistent, production-ready setup across Windows, Linux, and macOS
Lays the foundation for future CI/CD and cloud deployment

Summary by CodeRabbit

Release Notes

  • New Features

    • Docker containerization for full-stack application (backend, frontend, Redis).
    • Docker Compose orchestration for one-command development and production deployment.
    • Setup verification scripts for environment and service health validation.
    • Makefile shortcuts for common Docker workflows.
  • Documentation

    • Comprehensive Docker setup guides and quick reference documentation.
    • Environment configuration templates.
  • Chores

    • GitHub Actions CI/CD workflow for automated Docker build testing.

✏️ Tip: You can customize this high-level summary in your review settings.

…or backend and frontend

- Added Dockerfile for backend with multi-stage build and production optimizations.
- Created Dockerfile for frontend with multi-stage build and nginx serving.
- Introduced docker-compose files for development and production environments.
- Added health checks and volume mounts for hot reloading during development.
- Documented Docker architecture, implementation, and usage in new markdown files.
- Included Makefile for simplified command execution.
- Added validation scripts for environment configuration.
- Updated nginx configuration for API proxying and gzip compression.
- Created verification scripts for setup validation on Linux/Mac and Windows.
Copilot AI review requested due to automatic review settings December 13, 2025 17:10
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Walkthrough

Introduces Docker containerization and orchestration for the entire stack: Dockerfiles for backend (FastAPI) and frontend (React+Vite) in both development and production variants, docker-compose files, environment configuration templates, CI/CD workflow, setup and verification scripts, and comprehensive documentation.

Changes

Cohort / File(s) Summary
GitHub Actions Workflow
.github/workflows/docker-build.yml
New CI/CD pipeline to build and test Docker images for backend and frontend, perform health checks, and cleanup on failure.
Backend Docker & Configuration
Backend/Dockerfile, Backend/Dockerfile.prod, Backend/.dockerignore, Backend/.env.example, Backend/app/main.py
Development and production Dockerfiles with multi-stage builds (prod), environment config template, and expanded CORS origins to include localhost, 127.0.0.1, and frontend container hostname.
Frontend Docker & Configuration
Frontend/Dockerfile, Frontend/Dockerfile.prod, Frontend/nginx.conf, Frontend/.dockerignore
Development and production Dockerfiles with multi-stage builds (prod using nginx), nginx reverse proxy configuration with gzip compression and API proxying.
Frontend Styling & Tooling
Frontend/src/App.css, Frontend/src/index.css, Frontend/vite.config.ts
CSS stylesheet additions and customizations; vite server config updates for host binding, port 5173, and API proxy with environment variable support.
Docker Compose Orchestration
docker-compose.yml, docker-compose.prod.yml
Development and production compose files defining backend, frontend, and redis services with health checks, volumes, networks, dependencies, and resource limits.
Documentation
DOCKER.md, DOCKER-ARCHITECTURE.md, DOCKER-IMPLEMENTATION.md, DOCKER-REFERENCE.md, GETTING-STARTED.md, README.md
Comprehensive Docker setup guides, architecture overview, implementation reference, quick-start instructions, and updated main README with Docker-focused workflows.
Utility Scripts & Configuration
Makefile, validate-env.py, verify-setup.sh, verify-setup.bat
Make targets for dev/prod workflows, Python environment validator, and cross-platform shell/batch setup verification scripts.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~75 minutes

  • Specific areas requiring attention:
    • Docker image configuration (base images, layer optimization, security best practices in development vs. production variants)
    • docker-compose service dependencies, health checks, volume mounts, and network configuration
    • Environment variable handling, secrets management, and validation in .env.example
    • Backend CORS expansion impact and frontend nginx proxy configuration for API routing
    • CI/CD workflow triggers, build steps, and cleanup logic
    • Validation script correctness across Python, Bash, and Batch implementations
    • CSS and vite configuration changes for development hot-reload and API proxy fallback

Possibly related PRs

Suggested labels

documentation, docker, infrastructure, setup

Suggested reviewers

  • Saahi30
  • chandansgowda
  • ishaanxgupta

Poem

🐇 Hop, hop! The containers take flight,
Backend and Frontend bundled just right,
Redis joins in with volumes and health,
Docker Compose brings orchestration wealth!
From dev to production, one build away,
The rabbit's containerized dreams save the day! 🐳✨

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. You can run @coderabbitai generate docstrings to improve docstring coverage.
✅ Passed checks (2 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The pull request title accurately describes the main objective: adding full Docker and Docker Compose support for backend and frontend to resolve inconsistent setup issues. It is specific, clear, and directly reflects the primary changeset.
✨ Finishing touches
  • 📝 Generate docstrings
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment

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Actionable comments posted: 12

🧹 Nitpick comments (9)
Frontend/Dockerfile (1)

1-20: Simplify development Dockerfile to single-stage.

The current multi-stage pattern is unnecessarily complex for a development environment with hot-reload. The builder stage copies source code, then the final stage copies it again, providing no optimization benefit.

For development Dockerfiles (running npm run dev), a single-stage approach is simpler and more maintainable:

Apply this diff to simplify:

-FROM node:18-alpine AS builder
-
-WORKDIR /app
-
-COPY package*.json ./
-RUN npm ci
-
-COPY . .
-
 FROM node:18-alpine
 
 WORKDIR /app
 
-COPY --from=builder /app/package*.json ./
-COPY --from=builder /app/node_modules ./node_modules
+COPY package*.json ./
+RUN npm ci
+
 COPY . .
 
 EXPOSE 5173
 
 CMD ["npm", "run", "dev", "--", "--host", "0.0.0.0"]

Note: The multi-stage pattern makes sense for Dockerfile.prod where you build artifacts and serve with nginx, but not for the development server.

Frontend/nginx.conf (1)

1-24: Consider adding security headers for production.

While the current configuration is functional, adding common security headers would improve the security posture of the production deployment.

Add these headers after the gzip configuration:

     gzip on;
     gzip_vary on;
     gzip_min_length 1024;
     gzip_types text/plain text/css text/xml text/javascript application/x-javascript application/xml+rss application/json;
+
+    # Security headers
+    add_header X-Frame-Options "SAMEORIGIN" always;
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header X-XSS-Protection "1; mode=block" always;
+    add_header Referrer-Policy "strict-origin-when-cross-origin" always;
 }
GETTING-STARTED.md (1)

20-195: Comprehensive and helpful documentation.

The setup instructions are thorough, well-organized, and include helpful troubleshooting guidance. The environment variable examples and credential acquisition steps will significantly ease onboarding.

Optional: The static analysis tool flags bare URLs. While not a functional issue, you could wrap them in angle brackets for markdown compliance:

- **Frontend**: <http://localhost:5173>
- **Backend API**: <http://localhost:8000>
- **API Documentation**: <http://localhost:8000/docs>
Frontend/Dockerfile.prod (1)

1-18: Well-structured multi-stage build.

The Dockerfile follows best practices with a clean separation between build and runtime stages, uses alpine variants for minimal image size, and employs npm ci for reproducible builds.

Optional: Consider adding a HEALTHCHECK instruction for better container orchestration:

FROM nginx:alpine

COPY --from=builder /app/dist /usr/share/nginx/html
COPY nginx.conf /etc/nginx/conf.d/default.conf

EXPOSE 80

HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
  CMD wget --no-verbose --tries=1 --spider http://localhost/ || exit 1

CMD ["nginx", "-g", "daemon off;"]
DOCKER-ARCHITECTURE.md (1)

1-175: Excellent architecture documentation.

This comprehensive documentation provides invaluable context for developers working with the Docker setup. The ASCII diagrams, communication flows, and detailed explanations significantly improve understanding of the system architecture.

Optional: The static analysis tool suggests adding a language specifier to the ASCII art code block (line 3) and wrapping bare URLs in angle brackets. While not functionally important, this would satisfy markdown linters:

-```
+```text
 ┌─────────────────────────────────────────────────────────────────────┐
 ...

And for URLs:

-| Frontend | frontend:5173 | http://localhost:5173 |
+| Frontend | frontend:5173 | <http://localhost:5173> |
DOCKER-REFERENCE.md (1)

1-135: Practical and well-organized quick reference.

This documentation provides an excellent quick reference for developers, with clear command examples, service URLs, and troubleshooting guidance. The organization makes it easy to find information quickly.

Optional: Static analysis suggests adding a language specifier to the file structure code block (line 56) and wrapping bare URLs. While not critical, this would satisfy markdown linters:

-```
+```text
 InPactAI/
 ...

And for URLs in the table:

-| Frontend | http://localhost:5173 | React application |
+| Frontend | <http://localhost:5173> | React application |
DOCKER-IMPLEMENTATION.md (3)

179-181: Wrap bare URLs in markdown link syntax or code blocks.

Bare URLs on lines 179–181 violate markdown linting standards (MD034) and reduce accessibility. Wrap each URL:

-- Frontend: http://localhost:5173
-- Backend: http://localhost:8000
-- API Docs: http://localhost:8000/docs
+- Frontend: [http://localhost:5173](http://localhost:5173)
+- Backend: [http://localhost:8000](http://localhost:8000)
+- API Docs: [http://localhost:8000/docs](http://localhost:8000/docs)

Alternatively, wrap in code blocks: `http://localhost:5173`.


138-138: Specify a language for the fenced code block.

Line 138 begins a fenced code block without a language identifier. Add bash or plaintext after the opening triple-backticks to comply with markdown best practices (MD040):

-```
+```bash
 InPactAI/

This improves syntax highlighting and accessibility.


214-222: Reconsider the "Code Style" section—it reads more like a meta-statement than documentation.

Lines 214–222 describe how the code was written (e.g., "clean practices," "self-documenting," "no placeholder comments"). This section is oddly positioned within an implementation summary document and reads more like a validation checklist or internal note than user-facing documentation. Consider either:

  • Moving it to an internal design document or PR description, or
  • Removing it entirely, as code quality is typically evident from the actual code and CI/CD processes

If retained, reframe it to be more actionable for readers (e.g., linking to style guides or enforcement tools).

📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between a3be437 and c3d581b.

📒 Files selected for processing (25)
  • .github/workflows/docker-build.yml (1 hunks)
  • Backend/.dockerignore (1 hunks)
  • Backend/.env.example (1 hunks)
  • Backend/Dockerfile (1 hunks)
  • Backend/Dockerfile.prod (1 hunks)
  • Backend/app/main.py (1 hunks)
  • DOCKER-ARCHITECTURE.md (1 hunks)
  • DOCKER-IMPLEMENTATION.md (1 hunks)
  • DOCKER-REFERENCE.md (1 hunks)
  • DOCKER.md (1 hunks)
  • Frontend/.dockerignore (1 hunks)
  • Frontend/Dockerfile (1 hunks)
  • Frontend/Dockerfile.prod (1 hunks)
  • Frontend/nginx.conf (1 hunks)
  • Frontend/src/App.css (1 hunks)
  • Frontend/src/index.css (2 hunks)
  • Frontend/vite.config.ts (1 hunks)
  • GETTING-STARTED.md (1 hunks)
  • Makefile (1 hunks)
  • README.md (2 hunks)
  • docker-compose.prod.yml (1 hunks)
  • docker-compose.yml (1 hunks)
  • validate-env.py (1 hunks)
  • verify-setup.bat (1 hunks)
  • verify-setup.sh (1 hunks)
🧰 Additional context used
🪛 checkmake (0.2.2)
Makefile

[warning] 3-3: Target body for "help" exceeds allowed length of 5 (15).

(maxbodylength)


[warning] 1-1: Missing required phony target "all"

(minphony)


[warning] 1-1: Missing required phony target "test"

(minphony)

🪛 dotenv-linter (4.0.0)
Backend/.env.example

[warning] 1-1: [LowercaseKey] The user key should be in uppercase

(LowercaseKey)


[warning] 2-2: [LowercaseKey] The password key should be in uppercase

(LowercaseKey)


[warning] 2-2: [UnorderedKey] The password key should go before the user key

(UnorderedKey)


[warning] 3-3: [LowercaseKey] The host key should be in uppercase

(LowercaseKey)


[warning] 3-3: [UnorderedKey] The host key should go before the password key

(UnorderedKey)


[warning] 4-4: [LowercaseKey] The port key should be in uppercase

(LowercaseKey)


[warning] 4-4: [UnorderedKey] The port key should go before the user key

(UnorderedKey)


[warning] 5-5: [LowercaseKey] The dbname key should be in uppercase

(LowercaseKey)


[warning] 5-5: [UnorderedKey] The dbname key should go before the host key

(UnorderedKey)


[warning] 6-6: [UnorderedKey] The GROQ_API_KEY key should go before the dbname key

(UnorderedKey)


[warning] 7-7: [UnorderedKey] The SUPABASE_URL key should go before the dbname key

(UnorderedKey)


[warning] 8-8: [UnorderedKey] The SUPABASE_KEY key should go before the SUPABASE_URL key

(UnorderedKey)


[warning] 9-9: [UnorderedKey] The GEMINI_API_KEY key should go before the GROQ_API_KEY key

(UnorderedKey)


[warning] 10-10: [UnorderedKey] The YOUTUBE_API_KEY key should go before the dbname key

(UnorderedKey)


[warning] 11-11: [UnorderedKey] The REDIS_HOST key should go before the SUPABASE_KEY key

(UnorderedKey)


[warning] 12-12: [UnorderedKey] The REDIS_PORT key should go before the SUPABASE_KEY key

(UnorderedKey)

🪛 LanguageTool
GETTING-STARTED.md

[style] ~195-~195: Using many exclamation marks might seem excessive (in this case: 5 exclamation marks for a text that’s 2554 characters long)
Context: ...ou're all set up and ready to contribute! 🎉**

(EN_EXCESSIVE_EXCLAMATION)

DOCKER-IMPLEMENTATION.md

[uncategorized] ~94-~94: The official name of this software platform is spelled with a capital “H”.
Context: ...edback ### 6. CI/CD Integration #### .github/workflows/docker-build.yml - Automated ...

(GITHUB)

🪛 markdownlint-cli2 (0.18.1)
DOCKER-REFERENCE.md

49-49: Bare URL used

(MD034, no-bare-urls)


50-50: Bare URL used

(MD034, no-bare-urls)


51-51: Bare URL used

(MD034, no-bare-urls)


56-56: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

README.md

84-84: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


88-88: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

DOCKER-ARCHITECTURE.md

3-3: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


173-173: Bare URL used

(MD034, no-bare-urls)


174-174: Bare URL used

(MD034, no-bare-urls)

GETTING-STARTED.md

96-96: Bare URL used

(MD034, no-bare-urls)


97-97: Bare URL used

(MD034, no-bare-urls)


98-98: Bare URL used

(MD034, no-bare-urls)


169-169: Bare URL used

(MD034, no-bare-urls)


195-195: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

DOCKER-IMPLEMENTATION.md

138-138: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


179-179: Bare URL used

(MD034, no-bare-urls)


180-180: Bare URL used

(MD034, no-bare-urls)


181-181: Bare URL used

(MD034, no-bare-urls)

DOCKER.md

74-74: Bare URL used

(MD034, no-bare-urls)


75-75: Bare URL used

(MD034, no-bare-urls)


76-76: Bare URL used

(MD034, no-bare-urls)

🪛 Shellcheck (0.11.0)
verify-setup.sh

[warning] 70-70: REDIS appears unused. Verify use (or export if used externally).

(SC2034)

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (1)
  • GitHub Check: Agent
🔇 Additional comments (20)
Frontend/.dockerignore (1)

1-17: LGTM! Well-structured Docker ignore patterns.

The exclusion patterns appropriately cover build artifacts, dependencies, environment files, version control, logs, and IDE metadata. This will keep the Docker build context clean and efficient.

Frontend/vite.config.ts (2)

14-18: LGTM! Server configuration correctly set up for Docker.

  • host: true ensures the dev server binds to 0.0.0.0, making it accessible from outside the container
  • usePolling: true enables file watching to work correctly with Docker volume mounts, especially on Windows and macOS

20-23: LGTM! API proxy properly configured with environment variable.

The proxy configuration correctly uses VITE_API_URL from the environment with a sensible fallback, and changeOrigin: true properly handles host header rewriting for the proxied requests.

Backend/.dockerignore (1)

1-21: LGTM! Comprehensive Python Docker ignore patterns.

The exclusion patterns appropriately cover Python bytecode, virtual environments, environment files, VCS metadata, test artifacts, build outputs, and system files. This ensures a clean and efficient Docker build context.

Backend/.env.example (2)

11-12: LGTM! Redis configuration appropriate for Docker.

The Redis host is correctly set to redis (the Docker Compose service name) and the standard port 6379 is used.


1-5: Database variable naming is consistent with backend expectations.

The lowercase names (user, password, host, port, dbname) in the .env.example file correctly match what the backend code expects. Backend/app/db/db.py explicitly reads these variables using lowercase (lines 11-15: os.getenv("user"), os.getenv("password"), etc.). While these differ in casing from uppercase API keys (GROQ_API_KEY, SUPABASE_URL, etc.), this inconsistency is intentional and does not cause issues since each part of the code reads the variables it expects. No changes needed.

README.md (3)

7-11: LGTM! Clear Quick Start section.

The Quick Start section effectively guides users to the recommended Docker setup while providing an alternative path for manual installation.


95-147: LGTM! Comprehensive Docker setup instructions.

The Docker setup section provides clear, step-by-step instructions covering:

  • Environment variable configuration for both backend and frontend
  • Starting services with a single command
  • Stopping and cleanup commands

The instructions correctly use docker compose (V2 syntax) throughout.


151-244: LGTM! Detailed manual installation guide.

The manual installation section provides comprehensive instructions for both frontend and backend setup, including:

  • Dependency installation
  • Environment configuration
  • Database connection details with IPv4/IPv6 alternatives
  • API key setup
Backend/Dockerfile (1)

5-9: curl is necessary and actively used.

The curl package is required for the healthcheck in docker-compose.yml, which uses curl -f http://localhost:8000/ to verify the backend service is responding. Additionally, verify-setup.sh relies on curl to check if services are running. Removing it would break health monitoring in development.

Likely an incorrect or invalid review comment.

Backend/app/main.py (1)

47-51: CORS origins correctly configured for development, but lacks production-safe environment-based handling.

The CORS configuration properly supports:

  • Browser access via localhost and 127.0.0.1
  • Docker service-to-service communication via the frontend hostname

However, the hardcoded origins in lines 47-50 do not follow the environment-based configuration pattern used elsewhere in the codebase (e.g., SUPABASE_URL, GROQ_API_KEY). For production deployments, consider moving CORS origins to an environment variable:

allow_origins=os.getenv("CORS_ORIGINS", "http://localhost:5173").split(","),

This would enable environment-specific CORS configuration without code changes.

⛔ Skipped due to learnings
Learnt from: muntaxir4
Repo: AOSSIE-Org/InPactAI PR: 56
File: Backend/app/services/redis_client.py:1-4
Timestamp: 2025-05-07T21:28:06.358Z
Learning: Hardcoded Redis connection parameters in Backend/app/services/redis_client.py are intentional during development, with plans to implement environment variable configuration later during production preparation.
Makefile (2)

3-18: LGTM!

The help documentation is clear and well-organized, providing useful guidance for both development and production workflows.


20-36: LGTM!

Development workflow targets are implemented correctly using modern Docker Compose syntax.

Frontend/nginx.conf (1)

1-9: LGTM!

The server configuration correctly handles SPA routing with the try_files directive, ensuring client-side routes work properly.

.github/workflows/docker-build.yml (1)

14-28: LGTM!

The build steps properly set up Docker Buildx and build both backend and frontend images with test tags.

verify-setup.bat (1)

1-80: Well-structured Windows verification script.

The batch script properly checks prerequisites, validates environment files, and tests service availability. The fallback handling for both docker-compose and docker compose commands ensures compatibility across Docker versions.

Backend/Dockerfile.prod (1)

33-33: Note: Summary mentions reload but CMD is correct for production.

The AI summary states "reload enabled" but the CMD correctly omits --reload for production use. This is appropriate—production images should not use hot-reload.

Frontend/src/App.css (1)

1-59: LGTM!

The stylesheet provides a clean foundation with proper resets, theme-aware styling using CSS variables, smooth transitions, and accessible focus states. The implementation is solid.

Frontend/src/index.css (1)

1-106: LGTM!

The migration from oklch to explicit hex values simplifies the color system while maintaining theme consistency. The base body styles are well-structured.

DOCKER-IMPLEMENTATION.md (1)

250-260: The testing section is actually substantiated. The .github/workflows/docker-build.yml CI/CD workflow executes the exact tests listed (building both services, health checks on port 8000 and 5173, service startup validation), and the docker-compose.yml configuration includes healthchecks and service dependencies that validate all listed components. The checkmarks accurately reflect what is tested in the automated pipeline.

Comment on lines +30 to +41
- name: Start services
run: |
docker compose up -d
sleep 30
- name: Check backend health
run: |
curl -f http://localhost:8000/ || exit 1
- name: Check frontend health
run: |
curl -f http://localhost:5173/ || exit 1
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⚠️ Potential issue | 🟠 Major

CI will fail without environment setup and uses fragile health checks.

The workflow starts services without creating required .env files, which will likely cause startup failures. Additionally, the arbitrary sleep 30 is fragile and doesn't guarantee services are ready.

Apply this diff to fix the issues:

+    - name: Setup environment files
+      run: |
+        cp Backend/.env.example Backend/.env
+        cp Frontend/.env.example Frontend/.env
+        # Set minimal test credentials
+        echo "REDIS_HOST=redis" >> Backend/.env
+        echo "REDIS_PORT=6379" >> Backend/.env
+        
     - name: Start services
       run: |
         docker compose up -d
-        sleep 30
+        
+    - name: Wait for services to be healthy
+      run: |
+        timeout 120 bash -c 'until docker compose ps | grep -q "healthy"; do sleep 2; done' || true
+        docker compose ps
         
     - name: Check backend health
       run: |
-        curl -f http://localhost:8000/ || exit 1
+        timeout 30 bash -c 'until curl -f http://localhost:8000/; do sleep 2; done'
         
     - name: Check frontend health
       run: |
-        curl -f http://localhost:5173/ || exit 1
+        timeout 30 bash -c 'until curl -f http://localhost:5173/; do sleep 2; done'

Committable suggestion skipped: line range outside the PR's diff.

🤖 Prompt for AI Agents
.github/workflows/docker-build.yml around lines 30-41: the job currently calls
"docker compose up -d" then uses a brittle "sleep 30" and single curl checks,
and it doesn't create required .env files; change this to first create/populate
required environment files (e.g., copy .env.example to .env or write secrets
from GitHub Secrets) before bringing services up, run "docker compose up --build
-d" and then replace the fixed sleep with a robust waiting loop that polls the
backend and frontend health endpoints with curl retries and a timeout (e.g.,
loop until curl -f succeeds or a timeout is reached, with short sleeps between
attempts), and ensure the step fails if services don't become healthy within the
timeout so CI fails fast.

Comment on lines +1 to +18
FROM python:3.10-slim

WORKDIR /app

RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
libpq-dev \
curl \
&& rm -rf /var/lib/apt/lists/*

COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

COPY . .

EXPOSE 8000

CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
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⚠️ Potential issue | 🟠 Major

Add non-root user for security.

The container currently runs as root, which is a security risk even in development environments. Running as a non-privileged user follows the principle of least privilege.

Apply this diff to add a non-root user:

 FROM python:3.10-slim
 
 WORKDIR /app
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
     gcc \
     libpq-dev \
     curl \
     && rm -rf /var/lib/apt/lists/*
 
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
+RUN useradd -m -u 1000 appuser && chown -R appuser:appuser /app
+USER appuser
+
 COPY . .
 
 EXPOSE 8000
 
 CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
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Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
FROM python:3.10-slim
WORKDIR /app
RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
libpq-dev \
curl \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY . .
EXPOSE 8000
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
FROM python:3.10-slim
WORKDIR /app
RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
libpq-dev \
curl \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
RUN useradd -m -u 1000 appuser && chown -R appuser:appuser /app
USER appuser
COPY . .
EXPOSE 8000
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
🤖 Prompt for AI Agents
In Backend/Dockerfile around lines 1 to 18, the image runs as root which is a
security risk; update the Dockerfile to create a non-root user and switch to it:
add steps to create a user and group (e.g., appuser), ensure /app ownership is
set to that user (chown -R), and use USER to switch to the non-privileged
account before CMD; keep installation steps that require root before
creating/switching, and do not run the final CMD as root.

Comment on lines +22 to +29
COPY --from=builder /root/.local /root/.local
COPY . .

RUN chown -R appuser:appuser /app

USER appuser

ENV PATH=/root/.local/bin:$PATH
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⚠️ Potential issue | 🔴 Critical

Critical: Non-root user cannot access packages in /root/.local.

The builder installs packages to /root/.local, but the runtime container switches to appuser at Line 27. The non-root user cannot read /root/.local, causing the application to fail at startup when attempting to import packages or execute uvicorn.

Apply this diff to install packages to a location accessible by appuser:

-COPY --from=builder /root/.local /root/.local
+COPY --from=builder --chown=appuser:appuser /root/.local /home/appuser/.local
 COPY . .
 
 RUN chown -R appuser:appuser /app
 
 USER appuser
 
-ENV PATH=/root/.local/bin:$PATH
+ENV PATH=/home/appuser/.local/bin:$PATH
🤖 Prompt for AI Agents
In Backend/Dockerfile.prod around lines 22 to 29, the runtime switches to USER
appuser but the builder-installed packages were copied to /root/.local which
appuser cannot access; fix by copying the builder .local into a location owned
by appuser (e.g. /home/appuser/.local), chown that directory to appuser, and
update PATH to include that bin directory. Concretely: copy --from=builder
/root/.local /home/appuser/.local (or move install target during build), run
chown -R appuser:appuser /home/appuser/.local (and keep chown -R appuser:appuser
/app), keep USER appuser, and set ENV PATH=/home/appuser/.local/bin:$PATH so
uvicorn and other packages are executable by the non-root user.

Comment on lines +2 to +23
backend:
build:
context: ./Backend
dockerfile: Dockerfile.prod
container_name: inpactai-backend-prod
ports:
- "8000:8000"
environment:
- REDIS_HOST=redis
- REDIS_PORT=6379
env_file:
- ./Backend/.env
depends_on:
- redis
networks:
- inpactai-network
restart: always
deploy:
resources:
limits:
cpus: '1'
memory: 1G
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⚠️ Potential issue | 🟠 Major

Add health checks and startup dependencies for production reliability.

The production compose lacks the health checks and health-based dependencies present in the development version. Line 14 has no condition on the Redis dependency, creating a race condition where the backend may attempt to connect to Redis before it's ready.

Apply this diff to add health checks and proper dependencies:

     depends_on:
-      - redis
+      redis:
+        condition: service_healthy
     networks:
       - inpactai-network
     restart: always
+    healthcheck:
+      test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/')"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 40s
     deploy:
       resources:

And add a health check for Redis:

     command: redis-server --appendonly yes --maxmemory 256mb --maxmemory-policy allkeys-lru
     networks:
       - inpactai-network
     restart: always
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
     deploy:

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +23 to +28
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/"]
interval: 30s
timeout: 10s
retries: 3
start_period: 40s
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⚠️ Potential issue | 🔴 Critical

Critical: Healthcheck will fail—curl is not available in python:3.10-slim.

The healthcheck uses curl, but the base Python slim image doesn't include it. This will prevent the backend from ever reporting healthy, blocking the frontend from starting due to the health dependency at Line 46.

Apply this diff to use Python's built-in HTTP client or install curl in the backend Dockerfile:

Option 1 (preferred): Use wget (usually available in slim images) or python:

     healthcheck:
-      test: ["CMD", "curl", "-f", "http://localhost:8000/"]
+      test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/')"]
       interval: 30s
       timeout: 10s
       retries: 3
       start_period: 40s

Option 2: Install curl in Backend/Dockerfile:

 RUN apt-get update && apt-get install -y --no-install-recommends \
+    curl \
     gcc \
     libpq-dev \
     && rm -rf /var/lib/apt/lists/*
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/"]
interval: 30s
timeout: 10s
retries: 3
start_period: 40s
healthcheck:
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/')"]
interval: 30s
timeout: 10s
retries: 3
start_period: 40s
🤖 Prompt for AI Agents
In docker-compose.yml around lines 23-28, the healthcheck currently calls curl
which is not present in the python:3.10-slim image and will always fail; fix it
either by changing the healthcheck to use Python's built-in HTTP client (invoke
a short python -c one-liner that performs an HTTP GET and returns nonzero on
failure) or by installing curl in the backend Dockerfile (add package install
steps for curl, rebuild the image, and keep the existing healthcheck); pick the
Python one-liner if you want to avoid changing the image, or update the
Dockerfile package install step if you prefer using curl.

Comment on lines +14 to +19
### 1. Clone the Repository

```bash
git clone https://github.com/AOSSIE-Org/InPact.git
cd InPact
```
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⚠️ Potential issue | 🔴 Critical

Fix repository URL mismatch.

The clone URL references InPact.git but this PR is for the InPactAI repository. This will cause the clone command to fail.

Apply this diff:

 ```bash
-git clone https://github.com/AOSSIE-Org/InPact.git
-cd InPact
+git clone https://github.com/AOSSIE-Org/InPactAI.git
+cd InPactAI

<details>
<summary>🤖 Prompt for AI Agents</summary>

In GETTING-STARTED.md around lines 14 to 19, the repository clone URL and
directory name reference InPact but this PR is for InPactAI; update the git
clone URL to https://github.com/AOSSIE-Org/InPactAI.git and change the
subsequent cd command to cd InPactAI so they match the correct repository name.


</details>

<!-- fingerprinting:phantom:poseidon:puma -->

<!-- This is an auto-generated comment by CodeRabbit -->

Comment on lines +38 to +40
clean:
docker compose down -v
docker system prune -af
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⚠️ Potential issue | 🟠 Major

Overly aggressive cleanup affects entire Docker environment.

The docker system prune -af command removes ALL unused Docker images, containers, networks, and build cache across the entire system, not just this project. This could inadvertently delete resources from other projects.

Apply this diff for a safer cleanup:

 clean:
 	docker compose down -v
-	docker system prune -af
+	@echo "Warning: This will remove all project containers and volumes."
+	@echo "Run 'docker system prune -af' manually if you want to clean the entire system."

Alternatively, if you want to keep aggressive cleanup, add a confirmation prompt:

 clean:
+	@echo "WARNING: This will remove ALL Docker resources system-wide!"
+	@read -p "Are you sure? [y/N] " -n 1 -r; \
+	echo; \
+	if [[ $$REPLY =~ ^[Yy]$$ ]]; then \
 	docker compose down -v
 	docker system prune -af
+	fi
🤖 Prompt for AI Agents
In Makefile around lines 38 to 40, the clean target uses `docker system prune
-af`, which is overly aggressive and can remove resources across the entire
Docker host; change the target to only remove this project's resources by
limiting commands to the compose project (e.g., `docker compose down --volumes
--remove-orphans` and optionally `docker image prune -f --filter
"label=your_project_label"`) or add an interactive confirmation before running
`docker system prune -af` so destructive cleanup requires explicit approval.

Comment on lines +82 to 92
Choose one of the following setup methods:

**Option A: Docker (Recommended)**
- Docker and Docker Compose installed
- Supabase account

**Option B: Manual Setup**
- Node.js & npm
- Python & FastAPI
- Supabase account

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⚠️ Potential issue | 🟡 Minor

Use proper headings instead of emphasized text.

Lines 84 and 88 use bold text for "Option A" and "Option B" instead of proper markdown headings, which affects document structure and accessibility.

Based on coding guidelines, apply this diff:

-Choose one of the following setup methods:
-
-**Option A: Docker (Recommended)**
+Choose one of the following setup methods:
+
+#### Option A: Docker (Recommended)
+
 - Docker and Docker Compose installed
 - Supabase account
 
-**Option B: Manual Setup**
+#### Option B: Manual Setup
+
 - Node.js & npm
 - Python & FastAPI
 - Supabase account
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
Choose one of the following setup methods:
**Option A: Docker (Recommended)**
- Docker and Docker Compose installed
- Supabase account
**Option B: Manual Setup**
- Node.js & npm
- Python & FastAPI
- Supabase account
Choose one of the following setup methods:
#### Option A: Docker (Recommended)
- Docker and Docker Compose installed
- Supabase account
#### Option B: Manual Setup
- Node.js & npm
- Python & FastAPI
- Supabase account
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

84-84: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


88-88: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

🤖 Prompt for AI Agents
In README.md around lines 82 to 92, the "Option A" and "Option B" labels are
using bold text instead of proper Markdown headings; replace the bolded lines
with appropriate heading syntax (e.g., use "### Option A: Docker (Recommended)"
and "### Option B: Manual Setup") so they become real section headings, preserve
the following bullet lists and spacing, and ensure heading levels match
surrounding document structure for accessibility and proper TOC generation.

Comment on lines +18 to +26
for key in required_keys:
if key not in content:
missing_keys.append(key)
else:
lines = [line.strip() for line in content.split('\n') if line.strip().startswith(key)]
if lines:
value = lines[0].split('=', 1)[1] if '=' in lines[0] else ''
if not value or 'your_' in value.lower() or '[your' in value.lower():
empty_keys.append(key)
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⚠️ Potential issue | 🟠 Major

Fix key matching to avoid false positives with prefix matches.

Lines 19 and 22 use substring and prefix matching, which can cause false positives:

  • Line 19: key not in content matches the key anywhere (including in comments or other values)
  • Line 22: startswith(key) matches REDIS_HOST against both REDIS_HOST=... and REDIS_HOSTNAME=...

Apply this diff to match keys more precisely:

     for key in required_keys:
-        if key not in content:
-            missing_keys.append(key)
-        else:
-            lines = [line.strip() for line in content.split('\n') if line.strip().startswith(key)]
+        lines = [line.strip() for line in content.split('\n') 
+                 if line.strip().startswith(f"{key}=") or line.strip().startswith(f"{key} =")]
+        if not lines:
+            missing_keys.append(key)
+        else:
             if lines:
-                value = lines[0].split('=', 1)[1] if '=' in lines[0] else ''
+                value = lines[0].split('=', 1)[1].strip() if '=' in lines[0] else ''
                 if not value or 'your_' in value.lower() or '[your' in value.lower():
                     empty_keys.append(key)

Committable suggestion skipped: line range outside the PR's diff.

🤖 Prompt for AI Agents
In validate-env.py around lines 18 to 26, the current checks use naive substring
and startswith matching which yields false positives (e.g., keys found in
comments or prefix matches like REDIS_HOSTNAME). Replace the broad checks with
precise line-level matching: split content into lines and look for lines that
match a pattern for the exact key at the start of a line (allowing optional
leading whitespace and optional export), i.e. only consider lines where the key
appears as a full token immediately before an '='; use that precise match both
to decide if the key is present and to extract its value, then treat missing
lines as missing_keys and lines with empty or placeholder values as empty_keys.

Comment on lines +69 to +70
check_service "http://localhost:6379/" "" "Redis"
REDIS=$?
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⚠️ Potential issue | 🟠 Major

Fix Redis health check—it uses Redis protocol, not HTTP.

Line 69 attempts an HTTP check against Redis port 6379, which will always fail because Redis uses its own protocol, not HTTP. Additionally, the REDIS variable is captured but never used in the final status check (Lines 74-91).

Apply this diff to properly check Redis with redis-cli:

-check_service "http://localhost:6379/" "" "Redis"
-REDIS=$?
+if command -v redis-cli &> /dev/null && redis-cli -h localhost -p 6379 ping | grep -q "PONG"; then
+    echo "✓ Redis is running"
+    REDIS=0
+else
+    echo "✗ Redis is not responding"
+    REDIS=1
+fi

Then update the final check to include Redis:

-if [ $BACKEND -eq 0 ] && [ $FRONTEND -eq 0 ]; then
+if [ $BACKEND -eq 0 ] && [ $FRONTEND -eq 0 ] && [ $REDIS -eq 0 ]; then
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
check_service "http://localhost:6379/" "" "Redis"
REDIS=$?
if command -v redis-cli &> /dev/null && redis-cli -h localhost -p 6379 ping | grep -q "PONG"; then
echo "✓ Redis is running"
REDIS=0
else
echo "✗ Redis is not responding"
REDIS=1
fi
🧰 Tools
🪛 Shellcheck (0.11.0)

[warning] 70-70: REDIS appears unused. Verify use (or export if used externally).

(SC2034)

🤖 Prompt for AI Agents
In verify-setup.sh around lines 69-70, the script incorrectly calls
check_service with an HTTP URL for Redis and then assigns REDIS but never uses
it; replace the HTTP check with a proper Redis health check using redis-cli
(e.g., PING against localhost:6379, capturing success/failure into REDIS),
ensure the command handles missing redis-cli gracefully, and then update the
final status block (lines ~74-91) to include the REDIS variable in the
aggregated success/failure logic so Redis health affects the script exit code.

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Pull request overview

This PR introduces comprehensive Docker and Docker Compose support for the InPact platform, enabling one-command deployment for both development and production environments. The implementation addresses inconsistent development environments by containerizing the FastAPI backend, React frontend, and Redis services.

Key Changes:

  • Multi-stage Dockerfiles for backend (Python 3.10) and frontend (Node 18) with development and production variants
  • Complete Docker Compose orchestration with health checks, volume mounts for hot reload, and service dependencies
  • Extensive documentation including setup guides, reference materials, and architecture diagrams
  • Validation and verification scripts for environment setup
  • CI/CD workflow for automated Docker builds

Reviewed changes

Copilot reviewed 25 out of 25 changed files in this pull request and generated 23 comments.

Show a summary per file
File Description
verify-setup.sh Bash script to verify Docker installation, environment files, and running services on Linux/Mac
verify-setup.bat Windows batch script equivalent for setup verification
validate-env.py Python script to validate environment configuration files for required keys
docker-compose.yml Development orchestration with hot reload, volume mounts, and health check dependencies
docker-compose.prod.yml Production orchestration with resource limits and optimized configuration
Makefile Convenient shortcuts for common Docker commands
GETTING-STARTED.md Step-by-step quick start guide for Docker setup
DOCKER.md Comprehensive Docker setup and usage guide
DOCKER-REFERENCE.md Quick reference for common commands and troubleshooting
DOCKER-IMPLEMENTATION.md Detailed implementation summary and technical details
DOCKER-ARCHITECTURE.md Visual architecture diagram and system design documentation
README.md Updated with Docker as recommended setup method and reorganized installation sections
Frontend/vite.config.ts Updated with Docker-compatible server settings and proxy configuration
Frontend/src/index.css Simplified CSS variables from oklch to hex values
Frontend/src/App.css New global styles with transitions and scrollbar customization
Frontend/nginx.conf Nginx configuration for production frontend with API proxying
Frontend/Dockerfile Development frontend image with hot reload support
Frontend/Dockerfile.prod Production frontend image with nginx serving
Frontend/.dockerignore Build optimization by excluding unnecessary files
Backend/app/main.py Updated CORS configuration to include Docker container origins
Backend/Dockerfile Development backend image with reload support
Backend/Dockerfile.prod Production backend image with non-root user and security hardening
Backend/.env.example Template environment file with Docker-compatible Redis configuration
Backend/.dockerignore Build optimization for backend
.github/workflows/docker-build.yml CI workflow for automated Docker builds and health checks

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

Comment on lines +22 to +29
COPY --from=builder /root/.local /root/.local
COPY . .

RUN chown -R appuser:appuser /app

USER appuser

ENV PATH=/root/.local/bin:$PATH
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The production Dockerfile sets USER to 'appuser' but then tries to use the root user's local Python packages with PATH=/root/.local/bin. This will cause permission issues since appuser won't have access to /root/.local. The COPY command should use the builder's packages and the PATH should reference the appuser's home directory instead.

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@@ -0,0 +1,80 @@
@echo off
echo ==========================================
echo InPactAI Docker Setup Verification
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Inconsistent project name. The script uses "InPactAI" but the repository and other parts of the codebase use "InPact" or "Inpact". Standardize the project name across all files.

Suggested change
echo InPactAI Docker Setup Verification
echo InPact Docker Setup Verification

Copilot uses AI. Check for mistakes.
build:
context: ./Backend
dockerfile: Dockerfile
container_name: inpactai-backend
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Container names use "inpactai" prefix (e.g., "inpactai-backend") but the project is named "InPact" according to the repository and README. Consider using consistent naming like "inpact-backend" to match the project name.

Copilot uses AI. Check for mistakes.
## File Structure

```
InPactAI/
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The file structure diagram shows "InPactAI/" as the root directory but the repository name is "InPact". This inconsistency may confuse developers following the documentation.

Suggested change
InPactAI/
InPact/

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Comment on lines +7 to +8
.env
.venv
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The .env file is excluded from Docker context, which is correct. However, the configuration depends on the .env file being present on the host, and there's no validation that it exists before the build. Consider adding a check in the Dockerfile or documenting this requirement more clearly in the error messages.

Suggested change
.env
.venv

Copilot uses AI. Check for mistakes.
WORKDIR /app

COPY --from=builder /app/package*.json ./
COPY --from=builder /app/node_modules ./node_modules
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The frontend development Dockerfile copies node_modules from the builder stage but then mounts a volume over /app/node_modules in docker-compose.yml. This means the copied node_modules are immediately hidden by the volume mount. Consider either removing the COPY of node_modules or documenting why this pattern is used.

Suggested change
COPY --from=builder /app/node_modules ./node_modules

Copilot uses AI. Check for mistakes.
Comment on lines +12 to +13
with open(filepath, 'r') as f:
content = f.read()
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The validate-env.py script reads .env files but doesn't handle potential file encoding issues or malformed files. If the .env file contains non-UTF-8 characters or is corrupted, the script will crash with an unhelpful error. Consider adding error handling for file read operations and encoding issues.

Suggested change
with open(filepath, 'r') as f:
content = f.read()
try:
with open(filepath, 'r', encoding='utf-8') as f:
content = f.read()
except (UnicodeDecodeError, OSError) as e:
print(f"✗ {filepath} could not be read due to encoding or file corruption issues: {e}")
return False

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Comment on lines +32 to +33
depends_on:
- backend
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In production, the frontend depends on backend without a health check condition, while in development it uses condition: service_healthy. This inconsistency could lead to the frontend starting before the backend is ready in production. Consider using health check dependencies in production as well for more reliable startup ordering.

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Comment on lines +100 to +101
body {
font-family: -apple-system, BlinkMacSystemFont, "Inter", sans-serif;
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Missing closing brace for the * selector. The CSS rule starting at line 99 is not properly closed before the body selector starts at line 100. This will cause CSS parsing errors.

Suggested change
body {
font-family: -apple-system, BlinkMacSystemFont, "Inter", sans-serif;
}
body {
font-family: -apple-system, BlinkMacSystemFont, "Inter", sans-serif;

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import os
import sys
from pathlib import Path
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Import of 'Path' is not used.

Suggested change
from pathlib import Path

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