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@acgetchell acgetchell commented Jun 26, 2025

This pull request introduces significant updates across the backend and frontend of the ArgusVision application, enhancing functionality, design, and maintainability. Key changes include updates to CI workflows, improved Python linting configuration, backend documentation enhancements, a complete redesign of the frontend UI, and the addition of dynamic authentication provider support.

Backend Updates

CI Workflow Improvements:

  • Updated Python versions in .github/workflows/pylint.yml to include 3.11, 3.12, and 3.13. Added installation of project dependencies (backend/requirements.txt) for better pylint analysis. Adjusted pylint execution to enforce a minimum score of 8.0/10. [1] [2]

Python Linting Configuration:

  • Added a .pylintrc file to configure pylint, including disabling import-error for known working packages, setting line length limits, and specifying ignored modules (fastapi, dotenv, etc.).

Backend Code Documentation:

  • Enhanced docstrings in backend/app/main.py to provide detailed descriptions for endpoints and the main application module. [1] [2]

Frontend Updates

UI Redesign:

  • Redesigned the landing page and dashboard in frontend/src/app/page.module.css and frontend/src/app/page.tsx. Added new styles for typography, layout, animations, and responsive design. Introduced features grid, call-to-action buttons, and stats grid for the dashboard. [1] [2]

Metadata Update:

  • Updated the application metadata in frontend/src/app/layout.tsx to reflect the branding of ArgusVision.

Authentication Enhancements:

  • Refactored frontend/src/auth.ts to dynamically load authentication providers (GitHub and Microsoft Entra ID) based on environment variables. Added a warning when no providers are configured.

Component Styling:

  • Updated the SignIn component in frontend/src/components/signIn.tsx with improved styling and gradient-based button design. Exported the component as both default and named export.

Summary by CodeRabbit

  • New Features

    • Added a fully designed landing page and dashboard with branding, feature highlights, statistics, and quick action buttons for authenticated and unauthenticated users.
    • Authentication now supports dynamic configuration of Microsoft Entra ID and GitHub providers based on environment variables.
    • Introduced a new Pylint configuration for backend code quality enforcement.
  • Style

    • Comprehensive redesign of homepage and dashboard styles, including new color palettes, layouts, animations, responsive design, and improved button styling.
  • Documentation

    • Enhanced backend code with detailed module and function docstrings.
  • Chores

    • Updated code quality workflow to use newer Python versions, improved dependency handling, and enforced a minimum Pylint score.

Sets up the basic structure and styling for the landing page and a simple user dashboard.

Adds a new CSS module for styling, introduces key features, and integrates user authentication components (GitHub only for now, Microsoft Entra later)

Updates metadata to reflect the application's purpose.
Configures Pylint for code quality checks and adds docstrings to the root endpoint and secure endpoint for better documentation.

This commit introduces a `.pylintrc` file to define code style and quality rules, and enhances the documentation of the `/` and `/secure-endpoint` endpoints in `main.py` with descriptive docstrings.
Enhances the pylint workflow in CI by installing project dependencies to provide more accurate analysis. It also changes
the working directory and targets Python files within the
`backend/app` directory and uses the `.pylintrc` configuration file located there.
Adds a minimum score requirement to the pylint workflow.

The workflow now fails if the pylint score is below 8.0/10,
ensuring code quality standards are maintained.
Updates the Pylint workflow to test against newer Python versions. This project runs on Python 3.13.

This ensures compatibility and identifies potential issues with the latest Python releases.
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coderabbitai bot commented Jun 26, 2025

Walkthrough

This update introduces a comprehensive redesign and refactor across both backend and frontend components. The backend gains improved linting configuration and documentation, while the frontend receives a complete visual and structural overhaul, dynamic authentication provider support, and enhanced user experience for both authenticated and unauthenticated states.

Changes

Files/Areas Change Summary
.github/workflows/pylint.yml Updated Python versions, added conditional dependency installation, restricted linting to backend/app, enforced minimum pylint score.
backend/app/.pylintrc Added new Pylint config: disables import-error, sets formatting, design, typing, and safety rules.
backend/app/main.py Added module and function docstrings for clarity and documentation; no logic changes.
frontend/src/app/layout.tsx Updated metadata: new application title and description.
frontend/src/app/page.module.css Complete CSS redesign: new color palette, layout, typography, animations, dashboard, and responsive features; removed legacy styles.
frontend/src/app/page.tsx Replaced minimal content with a full landing page for guests and a dashboard for authenticated users; adjusted imports and control flow for distinct user states.
frontend/src/auth.ts Refactored authentication setup to dynamically include GitHub and Microsoft Entra ID providers based on environment variables; emits warning if none configured.
frontend/src/components/signIn.tsx Enhanced sign-in button styling, changed label, and updated export pattern to include both default and named exports.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant Frontend
    participant AuthProviders
    participant Backend

    User->>Frontend: Visit Homepage
    Frontend->>AuthProviders: Dynamically determine enabled providers (GitHub, Microsoft Entra ID)
    alt Not Authenticated
        Frontend->>User: Show landing page, branding, features, SignIn button
        User->>Frontend: Click "Get Started"
        Frontend->>AuthProviders: Initiate authentication
        AuthProviders-->>Frontend: Return session
        Frontend->>User: Show dashboard
    else Authenticated
        Frontend->>User: Show dashboard (stats, actions, user info)
    end
Loading

Poem

🐇
A hop, a leap, a brand-new view,
With colors bright and dashboard too!
Linting’s sharp, the docs are clear,
Auth now flexes—providers appear!
CSS sparkles, features bloom,
ArgusVision’s ready to zoom!
—From a rabbit with a frontend plume.

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@acgetchell acgetchell marked this pull request as draft June 26, 2025 21:46
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Actionable comments posted: 6

🧹 Nitpick comments (8)
.github/workflows/pylint.yml (2)

14-16: Pin actions/setup-python to v5 for security & feature parity
v3 is two major versions behind and misses improvements such as built-in caching and better version resolution.

-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v5

25-28: Pylint is only run on top-level *.py files; sub-packages are ignored
After cd backend/app, the glob *.py omits modules inside sub-directories (e.g., routers/*.py). Run pylint recursively to ensure full coverage:

-        pylint --fail-under=8.0 *.py
+        pylint --fail-under=8.0 $(git ls-files '*.py')
# or, more simply
+#        pylint --fail-under=8.0 .
backend/app/main.py (1)

19-21: origins list is hard-coded; move to configuration before release
The TODO is a blocker for non-local deployments. Recommend loading allowed origins from environment variables or a settings module so that CORS is centrally managed.

backend/app/.pylintrc (1)

1-4: Global import-error suppression may hide real defects
Disabling import-error for the entire codebase masks typos and missing dependencies. Prefer module-level # pylint: disable=import-error or adding project roots to PYTHONPATH in the workflow.

frontend/src/components/signIn.tsx (1)

12-29: Consider consolidating styling approach.

The button mixes CSS classes with extensive inline styles, which could be simplified for better maintainability.

Consider moving the inline styles to the CSS module:

-      <button 
-        type="submit" 
-        className={styles.actionButton}
-        style={{
-          background: 'linear-gradient(135deg, #2563eb, #6366f1)',
-          border: 'none',
-          borderRadius: '0.5rem',
-          padding: '0.75rem 2rem',
-          color: 'white',
-          fontWeight: '600',
-          fontSize: '1rem',
-          cursor: 'pointer',
-          transition: 'all 0.2s',
-          minWidth: '140px'
-        }}
-      >
+      <button type="submit" className={styles.signInButton}>

Then add the styles to the CSS module.

frontend/src/app/page.tsx (1)

21-27: Improve accessibility with semantic HTML.

Consider using semantic HTML elements for better accessibility and SEO:

-            <h1 className={styles.title}>
+            <h1 className={styles.title} role="banner">
               The Future of <span className={styles.gradient}>AI Vision</span>
             </h1>
-            <p className={styles.description}>
+            <p className={styles.description} role="text">
               Harness the power of advanced computer vision and artificial intelligence 
               to unlock new possibilities in visual data processing and analysis.
             </p>
frontend/src/app/page.module.css (2)

84-88: Add fallback for gradient text on older browsers.

The gradient text effect using -webkit-background-clip may not work on all browsers. Consider adding a fallback color.

 .logoText {
+  color: var(--primary-blue); /* Fallback for older browsers */
   background: linear-gradient(135deg, var(--primary-blue), var(--accent-purple));
   -webkit-background-clip: text;
   -webkit-text-fill-color: transparent;
   background-clip: text;
 }

115-123: Optimize grid layout for better performance.

The auto-fit with minmax() creates a responsive grid, but consider adding auto-rows for better layout stability.

 .features {
   display: grid;
   grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
+  grid-auto-rows: 1fr;
   gap: 2rem;
   margin: 4rem 0;
📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 861fc21 and 3236bab.

⛔ Files ignored due to path filters (1)
  • package-lock.json is excluded by !**/package-lock.json
📒 Files selected for processing (8)
  • .github/workflows/pylint.yml (2 hunks)
  • backend/app/.pylintrc (1 hunks)
  • backend/app/main.py (2 hunks)
  • frontend/src/app/layout.tsx (1 hunks)
  • frontend/src/app/page.module.css (1 hunks)
  • frontend/src/app/page.tsx (1 hunks)
  • frontend/src/auth.ts (1 hunks)
  • frontend/src/components/signIn.tsx (1 hunks)
🔇 Additional comments (9)
.github/workflows/pylint.yml (1)

10-10: python-version includes 3.13, which is not yet available on ubuntu-latest runners
actions/setup-python currently cannot provision pre-release interpreters. The job will silently fail or fall back to the default Python version, masking issues.
Consider limiting the matrix to released versions (3.11 & 3.12) or gate 3.13 behind the prerelease: true flag once the runner images support it.

backend/app/.pylintrc (1)

22-28: Quoted indent-string is interpreted literally
Pylint treats the ' ' quotes as part of the value, causing indentation warnings. Remove the surrounding quotes:

-indent-string='    '
+indent-string=    # four spaces, no quotes
frontend/src/app/layout.tsx (1)

16-17: LGTM: Clean metadata update aligns with application branding.

The metadata changes appropriately reflect the ArgusVision branding and provide clear, SEO-friendly titles and descriptions.

frontend/src/auth.ts (2)

5-28: Excellent: Dynamic provider configuration improves flexibility.

The conditional provider setup based on environment variables is well-implemented and allows for flexible authentication configuration across different environments.


31-31: Let’s inspect how the providers array is constructed in frontend/src/auth.ts to confirm whether "cas" is included:

#!/bin/bash
# Show the providers definition in auth.ts
rg -n "providers\s*=" -g "frontend/src/auth.ts" -A5 -B5
frontend/src/components/signIn.tsx (1)

34-36: Good: Dual export pattern provides flexibility.

The component exports both as default and named export, which provides flexibility for different import patterns.

frontend/src/app/page.tsx (1)

8-58: Excellent: Comprehensive landing page enhances user experience.

The landing page provides a professional introduction to ArgusVision with clear features, call-to-action, and branding elements. The conditional rendering based on authentication state is well-implemented.

frontend/src/app/page.module.css (2)

1-31: Excellent: Comprehensive design system with proper theming.

The CSS custom properties create a maintainable design system with good dark mode support and consistent color palette throughout the application.


337-365: Good: Comprehensive responsive design implementation.

The media queries provide excellent mobile responsiveness with appropriate layout adjustments for smaller screens.

Comment on lines 57 to 59
print(jwt)

return {"message": "You have accessed a secure endpoint", "payload": jwt}
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⚠️ Potential issue

Avoid printing raw JWT payloads to stdout
print(jwt) can leak sensitive claims (e-mail, sub, exp, etc.) in logs. Replace with structured logging that redacts or hashes sensitive fields, or remove altogether.

-    print(jwt)
+    # Consider: logger.info("JWT validated for sub=%s", jwt.get("sub"))
📝 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
print(jwt)
return {"message": "You have accessed a secure endpoint", "payload": jwt}
# Consider: logger.info("JWT validated for sub=%s", jwt.get("sub"))
return {"message": "You have accessed a secure endpoint", "payload": jwt}
🤖 Prompt for AI Agents
In backend/app/main.py around lines 57 to 59, the code prints the raw JWT
payload to stdout, which risks exposing sensitive information. Remove the print
statement or replace it with structured logging that redacts or hashes sensitive
fields before logging. Ensure no sensitive JWT claims are output directly to
logs or console.

<form
action={async () => {
"use server";
await signIn("cas");
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⚠️ Potential issue

Fix provider mismatch: hardcoded "cas" provider inconsistent with dynamic auth setup.

The signIn call uses a hardcoded "cas" provider, but the auth configuration in frontend/src/auth.ts only supports GitHub and Microsoft Entra ID providers. This will cause authentication failures.

-        await signIn("cas");
+        await signIn();

Calling signIn() without a provider parameter will show all configured providers to the user.

📝 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
await signIn("cas");
await signIn();
🤖 Prompt for AI Agents
In frontend/src/components/signIn.tsx at line 9, the signIn call uses a
hardcoded "cas" provider which is not supported by the current auth
configuration. To fix this, remove the "cas" argument and call signIn() without
any provider parameter so that it displays all configured providers dynamically,
matching the setup in frontend/src/auth.ts.

Comment on lines +104 to +108
<button className={styles.actionButton}>Upload Images</button>
<button className={styles.actionButton}>Train Model</button>
<button className={styles.actionButton}>View Analytics</button>
<button className={styles.actionButton}>Export Results</button>
</div>
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🛠️ Refactor suggestion

Add click handlers for action buttons.

The quick action buttons don't have any functionality, which could lead to user frustration.

-            <button className={styles.actionButton}>Upload Images</button>
-            <button className={styles.actionButton}>Train Model</button>
-            <button className={styles.actionButton}>View Analytics</button>
-            <button className={styles.actionButton}>Export Results</button>
+            <button className={styles.actionButton} onClick={() => router.push('/upload')}>Upload Images</button>
+            <button className={styles.actionButton} onClick={() => router.push('/train')}>Train Model</button>
+            <button className={styles.actionButton} onClick={() => router.push('/analytics')}>View Analytics</button>
+            <button className={styles.actionButton} onClick={() => router.push('/export')}>Export Results</button>

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

🤖 Prompt for AI Agents
In frontend/src/app/page.tsx around lines 104 to 108, the action buttons lack
click handlers, so they do not perform any actions when clicked. Add appropriate
onClick event handlers to each button to trigger their respective
functionalities, such as opening upload dialogs, starting model training,
displaying analytics, or exporting results. Ensure the handlers are connected to
the correct functions or callbacks to provide the intended user interactions.

Comment on lines +47 to +49
<a href="#learn-more" className={styles.secondary}>
Learn More
</a>
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🛠️ Refactor suggestion

Add proper navigation for "Learn More" link.

The "Learn More" link uses a hash fragment that doesn't correspond to any section on the page, which will result in a broken link.

Either:

  1. Add the corresponding section with id="learn-more", or
  2. Update the href to point to an actual page/route:
-              <a href="#learn-more" className={styles.secondary}>
+              <a href="/docs" className={styles.secondary}>
                 Learn More
               </a>
📝 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
<a href="#learn-more" className={styles.secondary}>
Learn More
</a>
<a href="/docs" className={styles.secondary}>
Learn More
</a>
🤖 Prompt for AI Agents
In frontend/src/app/page.tsx around lines 47 to 49, the "Learn More" link uses a
hash fragment "#learn-more" that does not match any existing section on the
page, causing a broken link. To fix this, either add a section element with
id="learn-more" in the page content so the link scrolls correctly, or update the
href attribute to point to a valid page or route that provides the intended
information.

Comment on lines +81 to +102
<div className={styles.statsGrid}>
<div className={styles.statCard}>
<h3>Active Models</h3>
<div className={styles.statValue}>3</div>
<p>Currently running</p>
</div>
<div className={styles.statCard}>
<h3>Images Processed</h3>
<div className={styles.statValue}>12.5K</div>
<p>This month</p>
</div>
<div className={styles.statCard}>
<h3>Accuracy Rate</h3>
<div className={styles.statValue}>98.7%</div>
<p>Average precision</p>
</div>
<div className={styles.statCard}>
<h3>Processing Speed</h3>
<div className={styles.statValue}>15ms</div>
<p>Average response time</p>
</div>
</div>
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🛠️ Refactor suggestion

Replace hardcoded dashboard data with dynamic content.

The dashboard displays static statistics that don't reflect real application state. Consider connecting these to actual data sources or APIs.

-            <div className={styles.statCard}>
-              <h3>Active Models</h3>
-              <div className={styles.statValue}>3</div>
-              <p>Currently running</p>
-            </div>
+            <div className={styles.statCard}>
+              <h3>Active Models</h3>
+              <div className={styles.statValue}>{stats.activeModels}</div>
+              <p>Currently running</p>
+            </div>

Consider fetching real-time data or at least making the values configurable.

📝 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
<div className={styles.statsGrid}>
<div className={styles.statCard}>
<h3>Active Models</h3>
<div className={styles.statValue}>3</div>
<p>Currently running</p>
</div>
<div className={styles.statCard}>
<h3>Images Processed</h3>
<div className={styles.statValue}>12.5K</div>
<p>This month</p>
</div>
<div className={styles.statCard}>
<h3>Accuracy Rate</h3>
<div className={styles.statValue}>98.7%</div>
<p>Average precision</p>
</div>
<div className={styles.statCard}>
<h3>Processing Speed</h3>
<div className={styles.statValue}>15ms</div>
<p>Average response time</p>
</div>
</div>
<div className={styles.statsGrid}>
<div className={styles.statCard}>
<h3>Active Models</h3>
<div className={styles.statValue}>{stats.activeModels}</div>
<p>Currently running</p>
</div>
<div className={styles.statCard}>
<h3>Images Processed</h3>
<div className={styles.statValue}>12.5K</div>
<p>This month</p>
</div>
<div className={styles.statCard}>
<h3>Accuracy Rate</h3>
<div className={styles.statValue}>98.7%</div>
<p>Average precision</p>
</div>
<div className={styles.statCard}>
<h3>Processing Speed</h3>
<div className={styles.statValue}>15ms</div>
<p>Average response time</p>
</div>
</div>
🤖 Prompt for AI Agents
In frontend/src/app/page.tsx around lines 81 to 102, the dashboard statistics
are hardcoded with static values. Replace these static numbers with dynamic
content by fetching real-time data from appropriate APIs or data sources. Update
the component to retrieve and display this data, or make the values configurable
via props or state to reflect the actual application state.

Comment on lines +71 to 82
background: linear-gradient(135deg, var(--primary-blue), var(--accent-purple));
animation: pulse 2s infinite;
}

.iris {
width: 20px;
height: 20px;
background: white;
border-radius: 50%;
animation: scan 3s infinite;
}

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🛠️ Refactor suggestion

Add prefers-reduced-motion support for accessibility.

The pulse and scan animations should respect user preferences for reduced motion to improve accessibility for users with vestibular disorders.

+@media (prefers-reduced-motion: reduce) {
+  .eye, .iris {
+    animation: none;
+  }
+}
+
 .eye {
   width: 48px;
   height: 48px;
🤖 Prompt for AI Agents
In frontend/src/app/page.module.css between lines 71 and 82, the pulse and scan
animations do not respect the user's prefers-reduced-motion setting. Wrap the
animation properties for both the pulse and scan animations inside a @media
(prefers-reduced-motion: no-preference) query so that animations only run when
the user has not requested reduced motion, improving accessibility.

@acgetchell acgetchell self-assigned this Jun 26, 2025
@acgetchell acgetchell added enhancement New feature or request javascript Pull requests that update javascript code labels Jun 26, 2025
@acgetchell acgetchell marked this pull request as ready for review June 26, 2025 23:09
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