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@Punitkumar756 Punitkumar756 commented Dec 13, 2025

Added a fully functional /profile page for authenticated users.
Integrated Supabase to fetch and display user data (name, avatar, bio, stats).
Designed a responsive layout with Tailwind CSS and Shadcn UI for consistency.
Implemented "AI Profile Strength" feature with progress visualization and actionable suggestions.
Added tabs for "Overview," "Portfolio," "Analytics," and "Settings" sections.
Updated navigation to include a link to the profile page.
Ensured accessibility with ARIA labels and responsive design for all devices.
Enhanced user experience with editable profile details and stats grid.

Summary by CodeRabbit

Release Notes

  • New Features

    • Docker containerization for development and production environments
    • Public user profiles with shareable URLs
    • Accessibility features including skip-to-content navigation and keyboard shortcuts
    • Profile strength scoring with AI-driven optimization insights
    • New progress indicator component
  • Documentation

    • Docker setup and architecture guides
    • Getting started guide with step-by-step instructions
    • Router and loader strategy documentation
  • Improvements

    • Enhanced request logging and processing time tracking
    • Improved styling with updated color palette and focus states
    • Code-splitting for better performance
    • Environment validation tooling for setup verification

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

Punitkumar756 added 11 commits December 13, 2025 22:35
…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.
…or lazy loading in App component; optimize CSS transitions; add manual chunking in Vite config
…eature descriptions; update quick start instructions
…I client interceptors, and Router Loader strategy
…tent; update main content areas with appropriate IDs
Copilot AI review requested due to automatic review settings December 13, 2025 20:30
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📥 Commits

Reviewing files that changed from the base of the PR and between d9c925b and 8d63898.

⛔ Files ignored due to path filters (1)
  • Frontend/package-lock.json is excluded by !**/package-lock.json
📒 Files selected for processing (6)
  • Frontend/package.json (1 hunks)
  • Frontend/src/App.tsx (3 hunks)
  • Frontend/src/components/ui/checkbox.tsx (1 hunks)
  • Frontend/src/components/ui/radio-group.tsx (1 hunks)
  • Frontend/src/pages/Brand/CreateProposalDialog.tsx (1 hunks)
  • Frontend/src/pages/Sponsorships.tsx (2 hunks)

Note

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CodeRabbit has detected other AI code review bot(s) in this pull request and will avoid duplicating their findings in the review comments. This may lead to a less comprehensive review.

Walkthrough

Introduces comprehensive Docker support for InPactAI, including multi-stage Dockerfiles for backend and frontend services, Docker Compose configurations for development and production, extensive Docker and setup documentation, GitHub Actions CI/CD workflow, frontend code splitting with lazy loading and route-based data fetching, a new ProfilePage component supporting public and owner views, accessibility improvements across frontend pages, an API client module with request/response interceptors, and backend request logging middleware.

Changes

Cohort / File(s) Change Summary
Docker Infrastructure
.github/workflows/docker-build.yml, Backend/Dockerfile, Backend/Dockerfile.prod, Backend/.dockerignore, Frontend/Dockerfile, Frontend/Dockerfile.prod, Frontend/.dockerignore, docker-compose.yml, docker-compose.prod.yml, Frontend/nginx.conf
Adds complete Docker setup with multi-stage builds for both backend (FastAPI on Python 3.10) and frontend (Node 18 + nginx), development and production Docker Compose files with service definitions, health checks, volume mounts, environment configuration, and nginx reverse proxy for frontend SPA routing and API proxying.
Docker Documentation
DOCKER.md, DOCKER-ARCHITECTURE.md, DOCKER-IMPLEMENTATION.md, DOCKER-REFERENCE.md
Introduces comprehensive guides covering Docker architecture overview, implementation details, quick reference commands, service URLs, development/production workflows, troubleshooting, and deployment instructions.
Environment & Setup
Backend/.env.example, validate-env.py, verify-setup.sh, verify-setup.bat, Makefile, GETTING-STARTED.md
Adds environment configuration template, Python validation script for env files, shell and batch setup verification scripts, Makefile with dev/prod targets, and getting started guide with Docker-based setup instructions.
Backend Implementation
Backend/app/main.py
Introduces RequestMiddleware for logging HTTP requests/responses with timing headers, expands CORS origins to include multiple localhost ports and frontend hostname, and improves logging infrastructure.
Backend Supabase & Routes
Backend/app/routes/post.py
Adds guarded Supabase client initialization with placeholder validation, implements check_supabase() helper function, and enforces availability checks in create_user route.
Frontend Code Splitting & Routing
Frontend/src/App.tsx, Frontend/src/lib/loaders.ts
Converts page imports to React.lazy with Suspense boundaries and LoadingFallback, introduces route loaders for authenticated data prefetching (dashboard, sponsorships, messages, analytics, contracts), and adds public profile route with URL parameters.
Frontend API & Data Management
Frontend/src/lib/api.ts, Frontend/src/main.tsx
Introduces centralized API client module with request/response interceptors, Bearer token injection, error handling, and Vite environment URL support; wraps App with ThemeProvider.
Frontend Profile Pages
Frontend/src/pages/ProfilePage.tsx, Frontend/src/pages/PublicProfilePage.tsx
Introduces comprehensive ProfilePage component with owner/public view modes, profile data fetching from Supabase, editable fields, profile strength calculation, AI-driven insights, and tab-based layout; PublicProfilePage wrapper for URL-based username access.
Frontend Accessibility & Components
Frontend/src/components/skip-to-content.tsx, Frontend/src/components/ui/progress.tsx, Frontend/src/components/theme-provider.tsx, Frontend/src/components/user-nav.tsx
Adds SkipToContent component with keyboard shortcuts and live region announcements, new Progress UI component from Radix, refactors theme provider internal state management, and converts Profile menu item to navigable link.
Frontend Accessibility Enhancements
Frontend/src/pages/DashboardPage.tsx, Frontend/src/pages/HomePage.tsx, Frontend/src/pages/CollaborationDetails.tsx, Frontend/src/pages/Collaborations.tsx, Frontend/src/pages/Messages.tsx, Frontend/src/pages/Sponsorships.tsx
Adds id="main-content" and tabIndex={-1} to main content containers, tooltip titles on navigation links, enabling keyboard skip-to-content and screen reader landmark support across pages.
Frontend Styling & Configuration
Frontend/src/App.css, Frontend/src/index.css, Frontend/package.json, Frontend/vite.config.ts
Updates global CSS with reset, focus styles, transitions, scrollbar styling; simplifies color palette; adds @radix-ui/react-progress dependency; configures Vite with bundle splitting, chunk size warnings, and dynamic API proxy targeting.
Documentation
README.md, ROUTER-LOADER-STRATEGY.md
Reorganizes README with Docker-first setup, feature highlights, architecture diagram, tech stack table, and expanded getting started; adds new guide detailing React Router v6.4+ loader strategy, implementation, and migration patterns.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45–60 minutes

Areas requiring extra attention:

  • Frontend/src/pages/ProfilePage.tsx — substantial new component with Supabase data fetching, profile editing, strength calculation, and conditional owner/public rendering logic
  • Frontend/src/App.tsx — refactored route structure with code splitting, Suspense boundaries, and loader integration; verify all routes remain accessible
  • Frontend/src/lib/loaders.ts — multiple new route loaders with data prefetching and error handling; verify fallback behavior and redirect logic
  • Frontend/src/lib/api.ts — new API client with interceptors and token injection; verify request/response handling and error propagation
  • Backend/app/main.py — RequestMiddleware implementation; verify timing accuracy and thread safety
  • Docker configurations (docker-compose.yml, docker-compose.prod.yml) — validate service definitions, dependencies, health checks, and resource limits
  • Frontend/vite.config.ts — verify bundle splitting strategy, proxy configuration with dynamic targeting, and chunk size thresholds

Possibly related PRs

  • PR #179 — Overlaps in README.md reorganization and documentation updates around setup instructions and project branding.
  • PR #83 — Shares backend API key configuration (Gemini, YouTube) in .env.example and potential frontend feature integration.
  • PR #56 — Touches Frontend/src/pages/Messages.tsx for both accessibility and messaging functionality; may have merge conflicts.

Suggested labels

enhancement, docker, frontend, accessibility, documentation

Suggested reviewers

  • Saahi30
  • chandansgowda

Poem

🐰 A rabbit built a Docker dream,
With Dockerfile streams and docker-compose seams,
Frontend hops with lazy code,
ProfilePage shows the artist's abode,
Accessibility springs forth with care—
InPactAI now floats everywhere! 🚀

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 37.14% 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 title comprehensively describes the main change: a new user profile page with Supabase integration and AI insights, which aligns with the extensive ProfilePage component and related infrastructure additions.

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Pull request overview

This PR implements a comprehensive user profile page with Supabase integration and adds complete Docker containerization support for the entire InPact AI application. The changes include AI-powered profile strength indicators, accessibility enhancements, router-based authentication strategy, and production-ready Docker configurations.

Key Changes:

  • New user profile page with editable fields, stats display, and AI profile strength calculation
  • Complete Docker setup with multi-stage builds for development and production environments
  • Router loader strategy replacing traditional middleware for authentication and data preloading
  • Enhanced accessibility with skip-to-content component and ARIA labels
  • Theme provider integration in main app wrapper

Reviewed changes

Copilot reviewed 43 out of 44 changed files in this pull request and generated 13 comments.

Show a summary per file
File Description
Frontend/src/pages/ProfilePage.tsx New profile page with Supabase integration, editable user info, stats grid, and profile strength indicator
Frontend/src/lib/loaders.ts Router loader functions for auth checks and data preloading across protected routes
Frontend/src/lib/api.ts API client with request/response interceptors for centralized error handling and auth token injection
Frontend/src/App.tsx Updated routing with lazy loading, Suspense wrapper, and new profile route
Frontend/src/components/skip-to-content.tsx Accessibility component for keyboard navigation to main content
Frontend/src/components/ui/progress.tsx New Progress component for profile strength visualization
Frontend/vite.config.ts Enhanced build config with code splitting, proxy setup, and Docker-friendly hot reload
docker-compose.yml Development orchestration for backend, frontend, and Redis services
docker-compose.prod.yml Production configuration with resource limits and optimized builds
Backend/Dockerfile Development container with hot reload support
Backend/Dockerfile.prod Production container with multi-stage build and non-root user
Frontend/Dockerfile Development container for Vite dev server
Frontend/Dockerfile.prod Production build with nginx serving static files
Backend/app/main.py Added custom middleware for request logging, timing, and security headers
Backend/app/routes/post.py Added graceful handling for missing Supabase credentials
README.md Major update with Docker-first instructions, architecture diagrams, and improved onboarding
DOCKER.md Comprehensive Docker setup guide with troubleshooting
GETTING-STARTED.md Quick start guide for new contributors
Makefile Convenient shortcuts for Docker commands
validate-env.py Python script to validate environment configuration
Files not reviewed (1)
  • Frontend/package-lock.json: Language not supported
Comments suppressed due to low confidence (1)

Backend/app/main.py:89

  • The CORS middleware allows multiple localhost origins including Docker's internal hostname. However, this configuration may be too permissive for production. Consider restricting allowed origins based on environment variables to avoid potential security risks in production deployments.
app.add_middleware(
    CORSMiddleware,
    allow_origins=[
        "http://localhost:5173",
        "http://localhost:5174",
        "http://localhost:5175",
        "http://localhost:5176",
        "http://frontend:5173",
        "http://127.0.0.1:5173"
    ],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

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proxy: {
'/api': 'http://localhost:8000',
'/api': {
target: process.env.VITE_API_URL || 'http://localhost:8000',
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The proxy configuration uses process.env.VITE_API_URL which is not available in Vite's config file. Vite only exposes environment variables prefixed with VITE_ through import.meta.env during runtime, not through process.env in the config. Use import.meta.env.VITE_API_URL or loadEnv from 'vite' to access environment variables properly.

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- ./Frontend:/app
- /app/node_modules
environment:
- VITE_API_URL=http://localhost:8000
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The VITE_API_URL environment variable is set to http://localhost:8000, which points to the host machine, not the Docker internal network. From within the frontend container, API requests should target http://backend:8000 instead. This will cause API calls to fail when running in Docker.

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<div className="container flex h-16 items-center">
<Link to="/" className="flex items-center space-x-2 mr-6 ml-6">
<Rocket className="h-6 w-6 text-primary" />
<span className="font-bold text-xl hidden md:inline-block">Inpact</span>
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Inconsistent branding: The application name is inconsistently spelled as "Inpact" here, but throughout most of the codebase and README it's spelled "InPact" (with capital P). Consider standardizing to "InPact" for consistency.

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/>
</Routes>
</AuthProvider>
</Suspense>
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The closing AuthProvider tag is misplaced. It should wrap the Suspense component, but it's currently placed after the closing Routes tag and before the closing Suspense tag. This creates an incorrect component nesting structure.

Suggested change
</Suspense>
</Suspense>
</AuthProvider>

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Comment on lines +8 to +21
// Handle skip link click
const handleSkipClick = (e: MouseEvent) => {
const target = e.target as HTMLAnchorElement;
if (target.hash === "#main-content") {
e.preventDefault();
const mainContent = document.getElementById("main-content");
if (mainContent) {
mainContent.focus();
mainContent.scrollIntoView({ behavior: "smooth" });
setAnnouncement("Navigated to main content");
setTimeout(() => setAnnouncement(""), 3000);
}
}
};
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The click event listener on the entire document is overly broad and could interfere with other click handlers. The skip link already has native anchor behavior that should work without JavaScript. Consider removing this global click listener and relying on the native anchor click behavior with the keyboard shortcut as an enhancement.

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Comment on lines +90 to +106
const handleSaveProfile = async () => {
if (!user) return;

try {
const { error } = await supabase
.from("users")
.update(editForm)
.eq("id", user.id);

if (!error) {
setIsEditOpen(false);
fetchProfile();
}
} catch (error) {
console.error("Error updating profile:", error);
}
};
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The profile update error is caught but not communicated to the user. When the save operation fails, users receive no feedback. Add error state and display an error message or toast notification when the update fails.

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if (!user) return;

try {
const { data, error } = await supabase
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Unused variable error.

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

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key: str = os.getenv("SUPABASE_KEY", "")

if not url or not key or "your-" in url:
print("⚠️ Supabase credentials not configured. Some features will be limited.")
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Print statement may execute during import.

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try:
supabase: Client = create_client(url, key)
except Exception as e:
print(f"❌ Supabase connection failed: {e}")
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Print statement may execute during import.

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Actionable comments posted: 17

Note

Due to the large number of review comments, Critical, Major severity comments were prioritized as inline comments.

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
Backend/app/routes/post.py (1)

67-70: Critical: Missing Supabase availability check.

The get_users route will fail with AttributeError: 'NoneType' object has no attribute 'table' if Supabase credentials are not configured. All routes that use the supabase client must call check_supabase() at the beginning.

Apply this pattern to all routes that use supabase:

 @router.get("/users/")
 async def get_users():
+    check_supabase()
     result = supabase.table("users").select("*").execute()
     return result

This same issue affects the following routes that also need the guard:

  • Line 73: create_audience_insights
  • Line 92: get_audience_insights
  • Line 98: create_sponsorship
  • Line 117: get_sponsorships
  • Line 123: create_post
  • Line 141: get_posts
  • Line 147: create_sponsorship_application
  • Line 164: get_sponsorship_applications
  • Line 170: create_sponsorship_payment
  • Line 186: get_sponsorship_payments
  • Line 192: create_collaboration
  • Line 208: get_collaborations
♻️ Duplicate comments (7)
Frontend/src/components/skip-to-content.tsx (1)

7-44: Avoid global document.click listener; attach behavior to the skip link (or use closest('a')).

This is overly broad and can interfere with unrelated click handling; it also assumes e.target is the anchor. Prefer the anchor’s onClick, and keep keydown only if you truly want the Ctrl+/ shortcut.

Suggested diff (also fixes timeout cleanup to avoid setState after unmount):

-import { useEffect, useState } from "react";
+import { useEffect, useRef, useState } from "react";

 export function SkipToContent() {
   const [announcement, setAnnouncement] = useState("");
+  const timeoutRef = useRef<number | null>(null);

+  const announce = (msg: string) => {
+    setAnnouncement(msg);
+    if (timeoutRef.current) window.clearTimeout(timeoutRef.current);
+    timeoutRef.current = window.setTimeout(() => setAnnouncement(""), 3000);
+  };
+
+  const focusMain = (msg: string) => {
+    const mainContent = document.getElementById("main-content") as HTMLElement | null;
+    if (!mainContent) return;
+    mainContent.focus();
+    mainContent.scrollIntoView({ behavior: "smooth" });
+    announce(msg);
+  };

   useEffect(() => {
-    // Handle skip link click
-    const handleSkipClick = (e: MouseEvent) => {
-      const target = e.target as HTMLAnchorElement;
-      if (target.hash === "#main-content") {
-        e.preventDefault();
-        const mainContent = document.getElementById("main-content");
-        if (mainContent) {
-          mainContent.focus();
-          mainContent.scrollIntoView({ behavior: "smooth" });
-          setAnnouncement("Navigated to main content");
-          setTimeout(() => setAnnouncement(""), 3000);
-        }
-      }
-    };
-
     // Handle keyboard shortcut (Ctrl+/)
     const handleKeyboardShortcut = (e: KeyboardEvent) => {
       if (e.ctrlKey && e.key === "/") {
         e.preventDefault();
-        const mainContent = document.getElementById("main-content");
-        if (mainContent) {
-          mainContent.focus();
-          mainContent.scrollIntoView({ behavior: "smooth" });
-          setAnnouncement("Jumped to main content using keyboard shortcut");
-          setTimeout(() => setAnnouncement(""), 3000);
-        }
+        focusMain("Jumped to main content using keyboard shortcut");
       }
     };

-    document.addEventListener("click", handleSkipClick);
     document.addEventListener("keydown", handleKeyboardShortcut);
     
     return () => {
-      document.removeEventListener("click", handleSkipClick);
       document.removeEventListener("keydown", handleKeyboardShortcut);
+      if (timeoutRef.current) window.clearTimeout(timeoutRef.current);
     };
   }, []);
Backend/app/routes/post.py (1)

26-34: Replace print statements with logging and narrow exception handling.

The module-level print statements will execute during import, and the broad Exception catch masks specific connection errors.

Apply this diff to use proper logging and specific exception handling:

+import logging
+
+logger = logging.getLogger(__name__)
+
 load_dotenv()
 
 url: str = os.getenv("SUPABASE_URL", "")
 key: str = os.getenv("SUPABASE_KEY", "")
 
 if not url or not key or "your-" in url:
-    print("⚠️  Supabase credentials not configured. Some features will be limited.")
+    logger.warning("Supabase credentials not configured. Some features will be limited.")
     supabase = None
 else:
     try:
         supabase: Client = create_client(url, key)
-    except Exception as e:
-        print(f"❌ Supabase connection failed: {e}")
+    except (ValueError, ConnectionError) as e:
+        logger.error(f"Supabase connection failed: {e}")
         supabase = None
Frontend/src/App.tsx (1)

52-156: Fix JSX nesting: missing </AuthProvider> breaks build (Biome parse error).

       <SkipToContent />
       <AuthProvider>
         <Suspense fallback={<LoadingFallback />}>
           <Routes>
@@
           </Routes>
         </Suspense>
+      </AuthProvider>
     </Router>
docker-compose.yml (1)

40-41: VITE_API_URL should use Docker network hostname for container-to-container communication.

From within the frontend container, http://localhost:8000 won't reach the backend service. Use http://backend:8000 for internal Docker network communication. However, note that Vite runs in the browser, so the URL needs to be accessible from the host. For development with hot-reload, you may need a proxy configuration in Vite instead.

Frontend/src/pages/ProfilePage.tsx (2)

200-201: Inconsistent branding: "Inpact" should be "InPact".

The application name should be consistently spelled "InPact" (with capital P) throughout the codebase, as established in the README and other files.

-            <span className="font-bold text-xl hidden md:inline-block">Inpact</span>
+            <span className="font-bold text-xl hidden md:inline-block">InPact</span>

165-181: Profile update errors are not communicated to users.

When handleSaveProfile fails, the error is only logged to console. Users receive no feedback that their changes weren't saved.

Consider adding error state and displaying feedback:

+  const [saveError, setSaveError] = useState<string | null>(null);
+
   const handleSaveProfile = async () => {
     if (!user) return;
+    setSaveError(null);

     try {
       const { error } = await supabase
         .from("users")
         .update(editForm)
         .eq("id", user.id);

-      if (!error) {
+      if (error) {
+        setSaveError("Failed to save profile. Please try again.");
+        return;
+      }
-        setIsEditOpen(false);
-        fetchProfile();
-      }
+      setIsEditOpen(false);
+      fetchProfile();
     } catch (error) {
       console.error("Error updating profile:", error);
+      setSaveError("An unexpected error occurred.");
     }
   };
Frontend/vite.config.ts (1)

33-38: Use loadEnv() to properly load environment variables from .env files.

The proxy configuration has two issues:

  1. Environment variable loading: process.env.VITE_API_URL only works for system environment variables. To read from .env files, you must use Vite's loadEnv() function.

  2. Unnecessary rewrite: The rewrite: (path) => path is a no-op and can be removed.

Apply this diff to fix the environment variable loading:

-import { defineConfig } from "vite";
+import { defineConfig, loadEnv } from "vite";

-export default defineConfig({
+export default defineConfig(({ mode }) => {
+  const env = loadEnv(mode, process.cwd(), '');
+  
+  return {
   plugins: [react(), tailwindcss()],
   resolve: {
     alias: {
       "@": path.resolve(__dirname, "./src"),
     },
   },
   build: {
     rollupOptions: {
       output: {
         manualChunks: {
           'vendor-react': ['react', 'react-dom', 'react-router-dom'],
           'vendor-ui': ['@radix-ui/react-avatar', '@radix-ui/react-dialog', '@radix-ui/react-dropdown-menu'],
           'vendor-charts': ['recharts'],
         },
       },
     },
     chunkSizeWarningLimit: 1000,
   },
   server: {
     host: true,
     port: 5173,
     watch: {
       usePolling: true,
     },
     proxy: {
       '/api': {
-        target: process.env.VITE_API_URL || 'http://localhost:8000',
+        target: env.VITE_API_URL || 'http://localhost:8000',
         changeOrigin: true,
         secure: false,
-        rewrite: (path) => path,
       },
     },
   },
-});
+  };
+});

Run this script to verify the presence and usage of .env files:

#!/bin/bash
# Check for .env files and VITE_API_URL usage

echo "=== Checking for .env files ==="
fd -t f '^\.env' --max-depth 2

echo -e "\n=== Checking VITE_API_URL references ==="
rg -n 'VITE_API_URL' --type-add 'env:*.env*' --type env -C2

echo -e "\n=== Checking other Vite config env usage ==="
rg -n 'process\.env\.' Frontend/vite.config.ts -C3
🟡 Minor comments (7)
Frontend/Dockerfile-14-16 (1)

14-16: Source duplication issue.

Line 16 copies source files from the host after already copying node_modules from the builder stage. This means you're getting source from the builder's COPY (line 8) AND from the host (line 16), which may be out of sync if the builder stage cached an older version.

If keeping the multi-stage approach, copy source from the builder:

 COPY --from=builder /app/package*.json ./
 COPY --from=builder /app/node_modules ./node_modules
-COPY . .
+COPY --from=builder /app .

However, the recommended approach is the single-stage build suggested in the previous comment.

Frontend/src/pages/ProfilePage.tsx-9-9 (1)

9-9: Inconsistent import path for Progress component.

This import uses a relative path "./ui/progress" while all other UI components use "../components/ui/...". This suggests the file may be in the wrong location or the import path is incorrect.

-import { Progress } from "./ui/progress";
+import { Progress } from "../components/ui/progress";
Frontend/src/lib/api.ts-40-48 (1)

40-48: Response body may not always be JSON.

When the response is not OK, response.json() is called unconditionally. If the server returns non-JSON error responses (e.g., HTML error pages), this will throw and be caught, but the original status information is lost.

Consider preserving the response status in the error:

   if (!response.ok) {
-    const error = await response.json().catch(() => ({ message: 'Request failed' }));
-    console.error(`API Error: ${response.status}`, error);
-    throw new Error(error.message || `Request failed with status ${response.status}`);
+    const error = await response.json().catch(() => ({}));
+    console.error(`API Error: ${response.status}`, error);
+    const err = new Error(error.message || `Request failed with status ${response.status}`);
+    (err as any).status = response.status;
+    throw err;
   }
Frontend/src/lib/loaders.ts-52-62 (1)

52-62: Missing null check for profile.role before array inclusion check.

If profile.role is null or undefined, allowedRoles.includes(profile.role) will return false, which is correct, but the error message won't indicate the actual issue. Consider explicit handling.

       if (!profile || !allowedRoles.includes(profile.role)) {
+        console.warn("Access denied: user role", profile?.role, "not in", allowedRoles);
         // User doesn't have required role
         return redirect("/dashboard");
       }
Frontend/src/pages/ProfilePage.tsx-362-366 (1)

362-366: Hardcoded growth metric "+12% from last month" is misleading.

The follower growth statistic is hardcoded rather than calculated from actual data. This could mislead users about their actual performance.

Consider either removing this placeholder text or computing it from real data:

                 <p className="text-xs text-muted-foreground">
-                  <TrendingUp className="inline h-3 w-3 mr-1" />
-                  +12% from last month
+                  {profile.follower_growth 
+                    ? <><TrendingUp className="inline h-3 w-3 mr-1" />+{profile.follower_growth}% from last month</>
+                    : "Track your growth over time"}
                 </p>
docker-compose.prod.yml-14-18 (1)

14-18: Production backend lacks healthcheck.

Unlike the development compose file, the production configuration doesn't include healthchecks for backend and frontend services. This reduces observability and prevents orchestrators from detecting unhealthy containers.

Consider adding healthchecks:

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

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

Frontend/src/lib/api.ts-52-60 (1)

52-60: Missing error handling for JSON parsing on success responses.

If a successful response returns non-JSON content (e.g., 204 No Content), calling .json() will throw an unhandled error.

Consider handling empty or non-JSON responses:

   async get<T>(endpoint: string, config?: RequestConfig): Promise<T> {
     const url = `${API_BASE_URL}${endpoint}`;
     const requestConfig = await interceptRequest(url, { ...config, method: 'GET' });
     
     const response = await fetch(url, requestConfig);
     const interceptedResponse = await interceptResponse(response);
     
-    return interceptedResponse.json();
+    const text = await interceptedResponse.text();
+    return text ? JSON.parse(text) : null as T;
   },
🧹 Nitpick comments (19)
Backend/.dockerignore (1)

1-21: Consider ignoring additional common tool caches (smaller contexts + fewer accidental includes).
Suggested adds (if used in this repo): .mypy_cache/, .ruff_cache/, .tox/, .cache/, .vscode/, .idea/.

Frontend/src/App.css (1)

1-58: Global CSS is fine overall, but transition: all + :focus are a bit heavy/risky.

-button, a, input, select, textarea {
-  transition: all 0.15s ease;
-}
+button, a, input, select, textarea {
+  transition: color 0.15s ease, background-color 0.15s ease, border-color 0.15s ease, box-shadow 0.15s ease, transform 0.15s ease;
+}
 
-input:focus, textarea:focus, select:focus {
+input:focus-visible, textarea:focus-visible, select:focus-visible {
   outline: none;
   border-color: var(--foreground);
   box-shadow: 0 0 0 2px rgba(23, 23, 23, 0.05);
 }
 
-.dark input:focus, .dark textarea:focus, .dark select:focus {
+.dark input:focus-visible, .dark textarea:focus-visible, .dark select:focus-visible {
   box-shadow: 0 0 0 2px rgba(237, 237, 237, 0.05);
 }

If .card isn’t used anywhere, consider removing those rules to avoid dead global CSS.

Frontend/src/main.tsx (1)

7-15: ThemeProvider wrapper integration is clean.

Optional: consider re-enabling <StrictMode> in dev if it was only temporarily disabled.

Frontend/src/pages/Messages.tsx (1)

399-400: Consider removing the hidden legacy layout entirely once Chat is the source of truth.

Frontend/src/components/theme-provider.tsx (1)

10-44: Setter rename/delegation is fine; consider tightening types for theme values.

ThemeProvider props are any and setTheme accepts any string; you could constrain to "light" | "dark" | "system" to avoid invalid class additions.

Frontend/.dockerignore (1)

1-17: Solid .dockerignore baseline; consider covering all .env.* variants.

E.g. add .env.* (and optionally *.local) so dev/staging variants don’t accidentally enter build context.

Frontend/Dockerfile (1)

1-9: Simplify for development workflow.

This multi-stage build adds unnecessary complexity for a development Dockerfile. The builder stage installs dependencies that are then copied to the runtime stage, but for development with hot reload, a single-stage build would be simpler and faster.

Consider this simplified approach for development:

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

 WORKDIR /app

-COPY --from=builder /app/package*.json ./
-COPY --from=builder /app/node_modules ./node_modules
-COPY . .
+COPY package*.json ./
+RUN npm ci
+
+COPY . .

 EXPOSE 5173

 CMD ["npm", "run", "dev", "--", "--host", "0.0.0.0"]

This eliminates the unnecessary builder stage and makes the build faster during development iterations.

Backend/Dockerfile.prod (1)

5-8: Consider installing build dependencies in a single layer.

The apt-get update and apt-get install are in the same RUN command, which is good. However, you're only installing gcc and libpq-dev here, while the dev Dockerfile also installs curl. Consider documenting why certain packages are only needed in dev vs prod.

Add a comment explaining the minimal production dependencies:

+# Install only runtime build dependencies for production
 RUN apt-get update && apt-get install -y --no-install-recommends \
     gcc \
     libpq-dev \
     && rm -rf /var/lib/apt/lists/*
DOCKER-REFERENCE.md (2)

56-72: Add language identifier to code fence.

The fenced code block showing the file structure should specify a language for proper syntax highlighting and markdown compliance.

Apply this diff:

 ## File Structure
 
-```
+```text
 InPactAI/
 ├── docker-compose.yml           # Development orchestration
 ├── docker-compose.prod.yml      # Production orchestration

This addresses the markdownlint warning while improving readability.


161-167: Add language identifier to bash code block.

The code block showing commands should specify bash as the language.

The code fence is missing a language identifier. This appears to already be a bash block (based on the commands), so verify it has the proper identifier:

## Quick Command Reference

```bash
Start:     docker compose up --build
Stop:      docker compose down
Logs:      docker compose logs -f
Rebuild:   docker compose up --build
Clean:     docker compose down -v

Note: If this is already correct in the actual file, this can be ignored as a false positive from the linter.

</blockquote></details>
<details>
<summary>DOCKER-ARCHITECTURE.md (1)</summary><blockquote>

`3-157`: **Add language identifier to the architecture diagram code fence.**

The large fenced code block containing the ASCII diagram and architecture documentation should specify a language for proper markdown rendering.



Apply this diff:

```diff
 # Docker Architecture Diagram
 
-```
+```text
 ┌─────────────────────────────────────────────────────────────────────┐
 │                         Docker Host Machine                          │

Using text as the language identifier maintains the plain-text ASCII art rendering while satisfying markdown linting requirements.

Frontend/src/index.css (1)

6-57: Simplified color system with hex values.

The conversion from HSL to hex values simplifies the theme system and improves compatibility. However, hex values don't support Tailwind's opacity modifier syntax (e.g., bg-primary/50). If opacity variations are needed, you'll need to define them explicitly or use Tailwind v4's color-mix() approach.

If opacity modifiers are required, consider using oklch() or rgb() instead of hex:

:root {
  --background: oklch(100% 0 0); /* or rgb(255 255 255) */
  /* allows bg-background/50 in Tailwind */
}
ROUTER-LOADER-STRATEGY.md (1)

106-112: Avoid recommending “loader + ProtectedRoute” unless you intend the duplication.
The “After” example wraps ProtectedRoute while also suggesting loader={protectedLoader}. If you keep both, document what each one does (e.g., loader = prefetch + redirect, ProtectedRoute = UI guard) to avoid confusion and double redirects.

Also applies to: 167-180

Backend/app/main.py (1)

76-89: CORS origins list should be environment-driven (esp. prod) and match the deployed frontend origin.
Hardcoding a dev port matrix is fine for local, but for production you’ll want a configured allow-list (and ensure it matches the actual frontend origin, e.g., nginx on port 80).

Frontend/src/App.tsx (1)

11-48: If the intent is “Router Loader Strategy”, wire loaders at the router level (or adjust docs).
Right now routing is guarded via ProtectedRoute, but there are no route loaders attached here, and this uses <BrowserRouter>. If loaders are intended, consider migrating to a Data Router setup and attaching protectedLoader/dashboardLoader accordingly.

Also applies to: 88-105

Frontend/src/lib/api.ts (1)

50-99: Consider extracting common request logic to reduce duplication.

All HTTP methods follow the same pattern. A helper function would reduce code duplication and simplify maintenance.

async function request<T>(method: string, endpoint: string, data?: any, config?: RequestConfig): Promise<T> {
  const url = `${API_BASE_URL}${endpoint}`;
  const requestConfig = await interceptRequest(url, {
    ...config,
    method,
    ...(data && { body: JSON.stringify(data) }),
  });
  
  const response = await fetch(url, requestConfig);
  const interceptedResponse = await interceptResponse(response);
  
  return interceptedResponse.json();
}

export const apiClient = {
  get: <T>(endpoint: string, config?: RequestConfig) => request<T>('GET', endpoint, undefined, config),
  post: <T>(endpoint: string, data?: any, config?: RequestConfig) => request<T>('POST', endpoint, data, config),
  put: <T>(endpoint: string, data?: any, config?: RequestConfig) => request<T>('PUT', endpoint, data, config),
  delete: <T>(endpoint: string, config?: RequestConfig) => request<T>('DELETE', endpoint, undefined, config),
};
Frontend/src/lib/loaders.ts (1)

131-153: Inconsistent error handling: collaborationDetailsLoader redirects on API error while others return fallback data.

collaborationDetailsLoader redirects to /dashboard/collaborations on error (line 151), whereas sponsorshipsLoader, messagesLoader, analyticsLoader, and contractsLoader return fallback data. This inconsistency could lead to unexpected UX.

Consider documenting this intentional behavior difference or unifying the approach. If the collaboration must exist for the page to function, the redirect is appropriate. Otherwise, consider returning a fallback like other loaders.

README.md (1)

241-245: Bare URLs should be wrapped in markdown links for consistency.

Static analysis flagged bare URLs. Consider wrapping them for better rendering across platforms.

 **Services Available:**
-- 🌐 Frontend: http://localhost:5173
-- ⚡ Backend API: http://localhost:8000
-- 📚 API Docs: http://localhost:8000/docs
+- 🌐 Frontend: [http://localhost:5173](http://localhost:5173)
+- ⚡ Backend API: [http://localhost:8000](http://localhost:8000)
+- 📚 API Docs: [http://localhost:8000/docs](http://localhost:8000/docs)
 - 🔴 Redis: localhost:6379
Frontend/src/pages/ProfilePage.tsx (1)

46-55: Profile state uses any type, reducing type safety.

Define a proper interface for the profile data to enable better IDE support and catch type errors at compile time.

interface UserProfile {
  id: string;
  name?: string;
  username?: string;
  bio?: string;
  avatar_url?: string;
  banner_url?: string;
  location?: string;
  website?: string;
  role?: string;
  followers?: number;
  engagement_rate?: number;
  collaborations?: number;
  social_links?: string[];
  portfolio?: any[];
  last_activity_date?: string;
  total_earnings?: number;
}

// Then use:
const [profile, setProfile] = useState<UserProfile | null>(null);
📜 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 d9c925b.

⛔ Files ignored due to path filters (1)
  • Frontend/package-lock.json is excluded by !**/package-lock.json
📒 Files selected for processing (44)
  • .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 (3 hunks)
  • Backend/app/routes/post.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/package.json (1 hunks)
  • Frontend/src/App.css (1 hunks)
  • Frontend/src/App.tsx (3 hunks)
  • Frontend/src/components/skip-to-content.tsx (1 hunks)
  • Frontend/src/components/theme-provider.tsx (2 hunks)
  • Frontend/src/components/ui/progress.tsx (1 hunks)
  • Frontend/src/components/user-nav.tsx (1 hunks)
  • Frontend/src/index.css (2 hunks)
  • Frontend/src/lib/api.ts (1 hunks)
  • Frontend/src/lib/loaders.ts (1 hunks)
  • Frontend/src/main.tsx (1 hunks)
  • Frontend/src/pages/CollaborationDetails.tsx (1 hunks)
  • Frontend/src/pages/Collaborations.tsx (1 hunks)
  • Frontend/src/pages/DashboardPage.tsx (2 hunks)
  • Frontend/src/pages/HomePage.tsx (1 hunks)
  • Frontend/src/pages/Messages.tsx (1 hunks)
  • Frontend/src/pages/ProfilePage.tsx (1 hunks)
  • Frontend/src/pages/PublicProfilePage.tsx (1 hunks)
  • Frontend/src/pages/Sponsorships.tsx (1 hunks)
  • Frontend/vite.config.ts (1 hunks)
  • GETTING-STARTED.md (1 hunks)
  • Makefile (1 hunks)
  • README.md (4 hunks)
  • ROUTER-LOADER-STRATEGY.md (1 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
🧠 Learnings (2)
📚 Learning: 2025-07-12T20:28:05.017Z
Learnt from: Saahi30
Repo: AOSSIE-Org/InPactAI PR: 98
File: Frontend/src/pages/CollaborationDetails.tsx:519-521
Timestamp: 2025-07-12T20:28:05.017Z
Learning: In frontend-only commits that use mock data, hardcoded progress values and similar placeholder data are acceptable and intentional. These values serve as placeholders for UI development and will be replaced with dynamic calculations once backend integration occurs.

Applied to files:

  • Frontend/src/components/ui/progress.tsx
📚 Learning: 2025-11-17T05:59:24.970Z
Learnt from: Saahi30
Repo: AOSSIE-Org/InPactAI PR: 182
File: frontend/components/SlidingMenu.tsx:161-161
Timestamp: 2025-11-17T05:59:24.970Z
Learning: In the frontend UI (frontend/components/SlidingMenu.tsx), the Campaign Wall feature menu item should be labeled "CampaignWall" as a single word, not "Campaign Wall" as two words.

Applied to files:

  • Frontend/src/pages/ProfilePage.tsx
🧬 Code graph analysis (7)
Frontend/src/components/ui/progress.tsx (1)
Frontend/src/lib/utils.ts (1)
  • cn (4-6)
Frontend/src/main.tsx (1)
Frontend/src/components/theme-provider.tsx (1)
  • ThemeProvider (10-51)
Backend/app/routes/post.py (2)
Frontend/src/utils/supabase.tsx (1)
  • supabase (11-11)
Backend/app/schemas/schema.py (1)
  • UserCreate (5-10)
Frontend/src/lib/loaders.ts (2)
Frontend/src/utils/supabase.tsx (1)
  • supabase (11-11)
Frontend/src/lib/api.ts (1)
  • apiClient (51-99)
Frontend/src/components/user-nav.tsx (1)
Frontend/src/components/ui/dropdown-menu.tsx (1)
  • DropdownMenuItem (180-180)
Frontend/src/lib/api.ts (1)
Frontend/src/utils/supabase.tsx (1)
  • supabase (11-11)
Frontend/src/pages/PublicProfilePage.tsx (1)
Frontend/src/pages/ProfilePage.tsx (1)
  • ProfilePage (46-552)
🪛 Biome (2.1.2)
Frontend/src/App.tsx

[error] 54-54: Expected corresponding JSX closing tag for 'AuthProvider'.

Opening tag

closing tag

(parse)

Frontend/src/pages/ProfilePage.tsx

[error] 59-59: This variable is used before its declaration.

The variable is declared here:

(lint/correctness/noInvalidUseBeforeDeclaration)

🪛 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)

README.md

[grammar] ~6-~6: Ensure spelling is correct
Context: ...-f04b22baa5b8)

# InPact AI ### AI-Powered Creator Collaboratio...

(QB_NEW_EN_ORTHOGRAPHY_ERROR_IDS_1)


[style] ~31-~31: Consider a different adjective to strengthen your wording.
Context: ...ce tracking - Actionable Analytics: Deep insights into campaign performance with...

(DEEP_PROFOUND)

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)
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)

README.md

8-8: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3

(MD001, heading-increment)


16-16: Link fragments should be valid

(MD051, link-fragments)


170-170: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


174-174: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


178-178: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


182-182: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


186-186: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


190-190: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


200-200: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


204-204: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


211-211: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


218-218: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


234-234: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


242-242: Bare URL used

(MD034, no-bare-urls)


243-243: Bare URL used

(MD034, no-bare-urls)


244-244: Bare URL used

(MD034, no-bare-urls)


247-247: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


260-260: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


267-267: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


279-279: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


292-292: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


307-307: Bare URL used

(MD034, no-bare-urls)


308-308: Bare URL used

(MD034, no-bare-urls)


309-309: Bare URL used

(MD034, no-bare-urls)


429-429: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

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)

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)

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)

🪛 Ruff (0.14.8)
Backend/app/routes/post.py

32-32: Do not catch blind exception: Exception

(BLE001)

🪛 Shellcheck (0.11.0)
verify-setup.sh

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

(SC2034)

🔇 Additional comments (26)
Frontend/src/pages/Sponsorships.tsx (1)

87-87: Good a11y landmark + programmatic focus target. This enables skip-to-content flows to reliably focus the main region.

Frontend/src/pages/CollaborationDetails.tsx (1)

393-393: Good: focusable <main> for skip navigation.

Frontend/src/pages/Collaborations.tsx (1)

93-93: LGTM: consistent main landmark targeting (id="main-content", tabIndex={-1}).

Frontend/package.json (1)

12-45: @radix-ui/react-progress@1.1.8 is fully compatible with React 19. Radix UI announced full React 19 support on June 19, 2024, and the package explicitly lists React 19 (^19.0) in its peerDependencies. No issues or additional constraints.

Frontend/src/pages/HomePage.tsx (1)

468-470: Good a11y landmark: id="main-content" + tabIndex={-1} enables reliable skip/focus.

Frontend/src/components/user-nav.tsx (1)

63-68: Profile link wiring via DropdownMenuItem asChild looks correct—verify keyboard/pointer interactions work as expected.

react-router-dom v7 Link properly forwards refs and spreads props to the underlying <a> element, making it compatible with Radix's asChild composition. However, confirm these interactions function correctly in practice:

  • Enter/Space activates navigation while focused
  • Items are fully clickable (not just text)
  • Focus ring and active styles apply as expected

(Radix asChild patterns with router Links can occasionally have edge cases; testing ensures the composition works end-to-end.)

Backend/Dockerfile (1)

1-18: LGTM - Development configuration is appropriate.

The Dockerfile correctly:

  • Installs necessary build dependencies (gcc, libpq-dev) for Python packages
  • Cleans apt cache to reduce layer size
  • Uses --reload flag for hot-reloading during development
  • Exposes the correct port (8000)

Note: Running as root is acceptable for development. The production Dockerfile (Backend/Dockerfile.prod) properly uses a non-root user.

Frontend/Dockerfile.prod (2)

1-9: LGTM - Proper production build stage.

The builder stage correctly:

  • Uses npm ci for reproducible, production-ready dependency installation
  • Builds the optimized production bundle
  • Creates the /app/dist directory for serving

11-18: LGTM - Standard nginx production configuration.

The runtime stage properly:

  • Uses lightweight nginx:alpine base
  • Copies built assets from the builder stage
  • Configures nginx with custom config
  • Runs nginx in foreground mode (required for Docker)
.github/workflows/docker-build.yml (1)

48-51: LGTM - Proper cleanup configuration.

The cleanup step correctly:

  • Uses if: always() to ensure it runs even on failure
  • Uses -v flag to remove volumes, preventing state leakage between CI runs
Frontend/src/pages/DashboardPage.tsx (1)

54-54: LGTM - Excellent accessibility improvements.

The accessibility enhancements are well-implemented:

  • Line 54: title attributes on navigation Links provide helpful tooltips
  • Line 71: title="Logout" on the logout button improves clarity
  • Line 78: id="main-content" with tabIndex={-1} enables proper focus management for skip-to-content functionality

These changes align with WCAG 2.1 guidelines and improve the experience for keyboard and screen reader users.

Also applies to: 71-71, 78-78

DOCKER-REFERENCE.md (1)

1-135: LGTM - Comprehensive Docker reference documentation.

The documentation provides:

  • Clear, practical commands for common Docker operations
  • Well-organized sections covering setup, development, debugging, and cleanup
  • Helpful service access table with URLs and descriptions
  • Thorough troubleshooting section
  • Environment variable guidance

The bare URLs in the service access table (lines 49-52) are acceptable for reference documentation and improve readability.

DOCKER-ARCHITECTURE.md (1)

1-175: LGTM - Excellent Docker architecture documentation.

The document provides exceptional value:

  • Clear visual ASCII diagram showing container relationships
  • Detailed communication flow explanation
  • Service dependency graph
  • Health check specifications
  • Volume mount strategies for dev vs production
  • Network isolation and security model documentation

This complements the other Docker documentation files and provides developers with a comprehensive understanding of the system architecture. The bare URLs in the service table (lines 173-174) are appropriate for reference documentation.

Frontend/src/pages/PublicProfilePage.tsx (1)

1-12: LGTM! Clean and correct implementation.

The component correctly handles URL parameter extraction, validates the username presence, and delegates rendering to ProfilePage with appropriate props. The use of replace in the Navigate component prevents back-navigation issues.

Backend/app/routes/post.py (1)

45-47: Good defensive programming.

The check_supabase() helper function provides a clear, reusable guard against operations when the database is unavailable.

verify-setup.bat (1)

1-80: LGTM! Comprehensive Windows verification script.

The script appropriately checks prerequisites, environment files, and service availability. The fallback from docker-compose to docker compose version handles both old and new Docker Compose installations correctly.

Frontend/src/index.css (1)

102-108: Explicit base styles improve consistency.

The explicit font stack, antialiasing, and CSS variable usage with transitions provides better control over typography and theme switching compared to Tailwind utilities alone.

docker-compose.yml (2)

51-66: Redis configuration looks good.

The Redis service is well-configured with persistence (--appendonly yes), proper healthcheck using redis-cli ping, and appropriate restart policy.


23-28: > Likely an incorrect or invalid review comment.

docker-compose.prod.yml (1)

50-50: Good Redis production configuration with memory limits and eviction policy.

The --maxmemory 256mb --maxmemory-policy allkeys-lru flags are appropriate for a caching layer in production.

Frontend/src/lib/loaders.ts (1)

6-16: checkAuth helper is well-structured with proper error handling.

The authentication check correctly handles errors and returns null for failed checks, allowing callers to redirect appropriately.

README.md (2)

131-164: Architecture diagram is well-structured and informative.

The Mermaid diagram clearly illustrates the system components and their interactions, making it easy for new contributors to understand the architecture.


16-16: Navigation links are correctly configured and will resolve properly on GitHub.

All fragment identifiers on line 16 match their corresponding headings. GitHub consistently removes emojis and generates anchors from the remaining text, which is exactly what these links expect. No changes needed.

Frontend/vite.config.ts (3)

16-20: Good code splitting strategy.

The manual chunks configuration effectively separates vendor code into logical groups (React core, UI components, and charts), which improves caching and parallel loading.


23-23: Chunk size limit increase is reasonable.

Increasing the warning limit to 1000 KB is appropriate given the vendor chunking strategy and helps reduce noise from legitimate large dependencies.


26-30: Server configuration is appropriate for Docker environments.

The host binding, explicit port, and polling-based file watching are correct settings for containerized development.

Comment on lines +20 to +28
- name: Build Backend
run: |
cd Backend
docker build -t inpactai-backend:test .
- name: Build Frontend
run: |
cd Frontend
docker build -t inpactai-frontend:test .
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🛠️ Refactor suggestion | 🟠 Major

Remove redundant image builds.

These build steps create images tagged as :test, but the subsequent docker compose up command (line 32) will build images according to the docker-compose.yml configuration, not using the :test tagged images. This results in building images twice.

Remove these redundant build steps:

-    - name: Build Backend
-      run: |
-        cd Backend
-        docker build -t inpactai-backend:test .
-        
-    - name: Build Frontend
-      run: |
-        cd Frontend
-        docker build -t inpactai-frontend:test .
-        
     - name: Start services
       run: |
-        docker compose up -d
+        docker compose up -d --build
         sleep 30

The --build flag ensures images are built by docker compose if needed.

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

🤖 Prompt for AI Agents
In .github/workflows/docker-build.yml around lines 20 to 28, the workflow
unnecessarily builds Backend and Frontend images with a :test tag before running
docker compose up, causing duplicate builds because docker compose --build will
rebuild images from docker-compose.yml; remove the two separate "Build Backend"
and "Build Frontend" steps so the compose step is the sole build path, relying
on the --build flag to produce images as defined in docker-compose.yml.

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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🛠️ Refactor suggestion | 🟠 Major

Implement proper health check retry logic.

The fixed 30-second sleep (line 33) and single-attempt health checks (lines 37, 41) are fragile. Services may take longer to start, or the checks might run before services are ready.

Replace with retry logic:

     - name: Start services
       run: |
-        docker compose up -d
-        sleep 30
+        docker compose up -d --build
         
     - name: Check backend health
       run: |
-        curl -f http://localhost:8000/ || exit 1
+        for i in {1..30}; do
+          if curl -f http://localhost:8000/; then
+            echo "Backend is healthy"
+            exit 0
+          fi
+          echo "Waiting for backend... ($i/30)"
+          sleep 2
+        done
+        echo "Backend health check failed"
+        exit 1
         
     - name: Check frontend health
       run: |
-        curl -f http://localhost:5173/ || exit 1
+        for i in {1..30}; do
+          if curl -f http://localhost:5173/; then
+            echo "Frontend is healthy"
+            exit 0
+          fi
+          echo "Waiting for frontend... ($i/30)"
+          sleep 2
+        done
+        echo "Frontend health check failed"
+        exit 1

This provides up to 60 seconds for each service with better feedback.

📝 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
- 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
- name: Start services
run: |
docker compose up -d --build
- name: Check backend health
run: |
for i in {1..30}; do
if curl -f http://localhost:8000/; then
echo "Backend is healthy"
exit 0
fi
echo "Waiting for backend... ($i/30)"
sleep 2
done
echo "Backend health check failed"
exit 1
- name: Check frontend health
run: |
for i in {1..30}; do
if curl -f http://localhost:5173/; then
echo "Frontend is healthy"
exit 0
fi
echo "Waiting for frontend... ($i/30)"
sleep 2
done
echo "Frontend health check failed"
exit 1
🤖 Prompt for AI Agents
In .github/workflows/docker-build.yml around lines 30 to 41, the workflow uses a
fixed sleep and a single curl attempt which is fragile; replace the static sleep
and single-attempt checks with retry loops that poll each service for up to ~60
seconds (e.g., loop with max attempts or timeout, sleep between attempts), print
progress/attempt count, and exit non-zero if the service never becomes healthy;
apply this for both backend (http://localhost:8000/) and frontend
(http://localhost:5173/) and ensure docker compose up runs before beginning the
retries.

Comment on lines +1 to +12
user=postgres
password=your_postgres_password
host=your_postgres_host
port=5432
dbname=postgres
GROQ_API_KEY=your_groq_api_key
SUPABASE_URL=your_supabase_url
SUPABASE_KEY=your_supabase_key
GEMINI_API_KEY=your_gemini_api_key
YOUTUBE_API_KEY=your_youtube_api_key
REDIS_HOST=redis
REDIS_PORT=6379
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
set -euo pipefail

# Look for common env access patterns in Backend
echo "=== Searching for env var access patterns ==="
rg -n --hidden -S "os\.environ\.get\(|os\.getenv\(|process\.env\.|dotenv|environ\[" Backend -t py -t js -t json 2>/dev/null || echo "No matches found with combined pattern"

echo ""
echo "=== Checking for specific example keys being read ==="
rg -n --hidden -S '\b(user|password|host|port|dbname)\b' Backend -t py -t js 2>/dev/null || echo "No matches found for example keys"

Repository: AOSSIE-Org/InPactAI

Length of output: 8043


Env var names mix lowercase and uppercase conventions; align to standard naming and remove unused variables.

The backend reads user, password, host, port, dbname as lowercase (Backend/app/db/db.py), but this conflicts with standard practice. API keys use uppercase (GROQ_API_KEY, SUPABASE_URL, etc.), creating inconsistency. Standardize to uppercase throughout (e.g., DB_USER, DB_PASSWORD, DB_HOST, DB_PORT, DB_NAME).

Additionally, REDIS_HOST and REDIS_PORT in .env.example are not read by the backend—Backend/app/services/redis_client.py hardcodes localhost and 6379. Remove these unused variables or update the backend to read from environment.

🧰 Tools
🪛 dotenv-linter (4.0.0)

[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)

🤖 Prompt for AI Agents
In Backend/.env.example around lines 1 to 12, the environment variable names mix
lowercase DB keys with uppercase API keys and include REDIS_* variables that the
code doesn't read; rename the DB vars to uppercase DB_USER, DB_PASSWORD,
DB_HOST, DB_PORT, DB_NAME to match standard convention and update
Backend/app/db/db.py to read these new names from the environment, and either
remove REDIS_HOST/REDIS_PORT from .env.example or (preferable) update
Backend/app/services/redis_client.py to read REDIS_HOST and REDIS_PORT from the
environment (with sensible defaults) so the example and code are consistent.

Comment on lines +21 to +27
# Configure logging
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger(__name__)

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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🌐 Web query:

uvicorn logging configuration conflicts basicConfig Python

💡 Result:

Short answer
Uvicorn configures logging itself (uses dictConfig and often sets disable_existing_loggers=True), so calling logging.basicConfig() in your app can either be ignored or cause duplicate/unexpected handlers and levels. To avoid conflicts, either let Uvicorn manage logging (use its log_config) or disable/override Uvicorn’s logging before it runs and then initialize your own logging.

Why it happens (one line)

  • Uvicorn applies a dictConfig that controls handlers/propagation; basicConfig operates on the root logger and can add handlers or rely on propagation that Uvicorn may have disabled, producing missing or duplicated log lines. [1][2]

Solutions (concise)

  • Use Uvicorn’s logging config: provide --log-config or uvicorn.run(..., log_config=your_dict) and include your handlers/loggers in that dict. This is the recommended approach. [1][6]
  • Turn off Uvicorn’s logging and use your own: uvicorn.run(app, log_config=None) (or pass an empty config file via --log-config) and then call logging.basicConfig() or logging.config.dictConfig(...) in your app. [3][1]
  • If you must merge: create a dictConfig that sets "disable_existing_loggers": False so uvicorn won’t disable other loggers, and include your handlers/loggers there. [2][1]
  • For access logs only: use --no-access-log / access_log=False to stop access log duplication while leaving other uvicorn logging intact. [1]

Minimal examples

  • Let uvicorn use your dict config:
    • uvicorn.run(app, log_config=my_logging_dict)
  • Disable uvicorn config and use basicConfig:
    • uvicorn.run(app, log_config=None)
    • then in your app: logging.basicConfig(level=logging.INFO)

References

  • Uvicorn settings / logging docs. [1]
  • GitHub issue discussing duplicate logs when using logging.basicConfig. [2]
  • Stack Overflow answers showing uvicorn.run(log_config=None) and --log-config patterns. [3]

If you want, tell me how you run Uvicorn (CLI, gunicorn+uvicorn workers, or uvicorn.run in code) and I’ll give the exact logging dict or small example that fits your setup.


🌐 Web query:

FastAPI logging best practices basicConfig uvicorn

💡 Result:

Short best-practices for FastAPI + Uvicorn logging (concise):

  1. Prefer a single, explicit logging config (dictConfig / file) instead of ad-hoc basicConfig.

    • Uvicorn supports --log-config / uvicorn.run(..., log_config=...) (JSON/YAML/dict). Use this to control uvicorn.error / uvicorn.access and avoid conflicts. [1][6]
  2. If you must use logging.basicConfig, call it very early (before Uvicorn starts) so the root logger and console handler exist — but note basicConfig is a one‑time, simple setup and won’t suit multi-handler or per-module rules. For more control use logging.config.dictConfig(). [1][2]

  3. Ensure uvicorn doesn’t disable other loggers you rely on. If using a custom config, set disable_existing_loggers=False (or reattach handlers to uvicorn.* and gunicorn.* loggers) so your app loggers aren’t dropped. [3][5]

  4. Target the right loggers when changing behavior:

    • uvicorn.error for server errors, uvicorn.access for HTTP access logs, and your module loggers (e.g., myapp or fastapi.logger). You can adjust levels/handlers on those explicitly. [3]
  5. Docker / production notes:

    • Stream handlers must write to stdout/stderr (Docker reads those). Use PYTHONUNBUFFERED=1 or run python -u to avoid buffering. Avoid file-only handlers unless you also ship files to log collectors. [2]
  6. Production recommendations:

    • Use structured logging (JSON) or a logging library (structlog/loguru) plugged into dictConfig for easier ingestion.
    • Keep DEBUG local; use INFO/WARNING in prod and rotate/ship logs to a collector. [1][4]

Minimal example (startup/main.py) showing safe, simple approach:

  • configure dictConfig or call basicConfig(level=...) before uvicorn.run() so root logger and handlers are present; ensure handlers stream to stdout; set uvicorn log level or pass --log-config to uvicorn. [1][2][6]

References:
[1] Uvicorn settings / logging docs.
[2] Article explaining using logging.basicConfig to surface app logs with Uvicorn.
[3] StackOverflow discussion on uvicorn disabling existing loggers and using uvicorn.error.
[4] Packages / patterns for unified FastAPI/Uvicorn/Gunicorn logging.
[5] Guidance for FastAPI + Gunicorn/Uvicorn logging in containers.
[6] FastAPI debugging / uvicorn.run notes.

(If you want, I can give a copy-paste dictConfig example tuned for JSON output + Docker.)


🌐 Web query:

ASGI application logging configuration root handlers

💡 Result:

Short answer

  • ASGI servers (e.g. Uvicorn/Gunicorn) configure Python logging for you by default, so if you want your app logs to go to your own handlers you must explicitly configure the root logger (the "root" key in a logging dictConfig) or override the server loggers (uvicorn/uvicorn.access/uvicorn.error). Use Uvicorn's --log-config to load a dictConfig file or call logging.config.dictConfig() in your app startup. [1][2]

Key points / common pitfalls

  • The root logger’s "handlers" list must reference handler names defined in the same config; mismatched names cause invalid configs. [4]
  • Set disable_existing_loggers: False when using dictConfig if you don’t want to silently drop other configured loggers. [3]
  • Uvicorn adds its own uvicorn.* loggers (and access logger). If you want only your handlers, either:
    • configure root and make uvicorn loggers propagate to root (propagate: True), or
    • explicitly configure uvicorn, uvicorn.error and uvicorn.access to use your handlers (or set propagate: False with handlers you define). [1][3][8]
  • To avoid duplicate/undesired access logs, run Uvicorn with --no-access-log or remove/replace uvicorn.access handlers in code. [1][6]

Minimal dictConfig example (works for Uvicorn/FastAPI)

  • YAML or dict for logging.config.dictConfig / --log-config:

{
"version": 1,
"disable_existing_loggers": false,
"formatters": {
"default": {
"()": "uvicorn.logging.DefaultFormatter",
"fmt": "%(asctime)s %(levelprefix)s %(name)s %(message)s"
},
"access": {
"()": "uvicorn.logging.AccessFormatter",
"fmt": '%(asctime)s %(levelprefix)s %(name)s %(client_addr)s - "%(request_line)s" %(status_code)s'
}
},
"handlers": {
"console": {
"class": "logging.StreamHandler",
"formatter": "default",
"stream": "ext://sys.stderr"
},
"access_console": {
"class": "logging.StreamHandler",
"formatter": "access",
"stream": "ext://sys.stdout"
}
},
"loggers": {
"uvicorn": { "handlers": ["console"], "level": "INFO", "propagate": false },
"uvicorn.error": { "handlers": ["console"], "level": "INFO", "propagate": false },
"uvicorn.access": { "handlers": ["access_console"], "level": "INFO", "propagate": false }
},
"root": { "level": "INFO", "handlers": ["console"], "propagate": false }
}

(Adapt handler names/formatters to your needs. Example adapted from common Uvicorn config snippets.) [3][8]

If you need more specific help (FastAPI, Gunicorn+Uvicorn workers, or a concrete dict/YAML tailored to your app), tell me:

  • which ASGI server/version you run, and
  • whether you start with --log-config or configure logging programmatically — and I’ll produce a tested config. [1][2][4]

🏁 Script executed:

find . -type f -name "main.py" | head -20

Repository: AOSSIE-Org/InPactAI

Length of output: 84


🏁 Script executed:

cd Backend && find . -type f -name "main.py" -o -name "*.py" | grep -E "(main|server|app)" | head -20

Repository: AOSSIE-Org/InPactAI

Length of output: 492


🏁 Script executed:

cat -n Backend/app/main.py

Repository: AOSSIE-Org/InPactAI

Length of output: 3841


🏁 Script executed:

find Backend -type f \( -name "*.sh" -o -name "Dockerfile" -o -name "docker-compose.yml" -o -name "*.toml" -o -name "*.cfg" \) | head -20

Repository: AOSSIE-Org/InPactAI

Length of output: 108


🏁 Script executed:

cat Backend/requirements.txt 2>/dev/null || cat Backend/app/requirements.txt 2>/dev/null || find Backend -name "requirements*.txt" -exec cat {} \;

Repository: AOSSIE-Org/InPactAI

Length of output: 993


🏁 Script executed:

cat -n Backend/Dockerfile

Repository: AOSSIE-Org/InPactAI

Length of output: 547


🏁 Script executed:

cat -n Backend/docker-compose.yml

Repository: AOSSIE-Org/InPactAI

Length of output: 386


Avoid logging.basicConfig(...) in ASGI app modules (conflicts with uvicorn's logging setup).
When uvicorn starts (via uvicorn app.main:app), it configures logging first using dictConfig. Calling basicConfig at module import time can cause duplicate handlers or lost logs. Guard the call to prevent re-initialization:

-logging.basicConfig(
-    level=logging.INFO,
-    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
-)
+root_logger = logging.getLogger()
+if not root_logger.handlers:
+    logging.basicConfig(
+        level=logging.INFO,
+        format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
+    )
 logger = logging.getLogger(__name__)
📝 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
# Configure logging
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger(__name__)
# Configure logging
root_logger = logging.getLogger()
if not root_logger.handlers:
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
)
logger = logging.getLogger(__name__)
🤖 Prompt for AI Agents
In Backend/app/main.py around lines 21 to 27, calling logging.basicConfig(...)
at module import time conflicts with uvicorn's logging (can add duplicate
handlers or drop logs); remove or guard the basicConfig call so it only runs
when the module is executed directly or when no handlers exist. Replace the
unconditional basicConfig with either (a) move the configuration into an if
__name__ == "__main__": block so uvicorn-imports won't reconfigure logging, or
(b) guard it with a hasHandlers() check (e.g., only call basicConfig if
logging.getLogger().hasHandlers() is False). Keep the logger =
logging.getLogger(__name__) line unchanged.

Comment on lines +50 to +68
# Custom middleware for logging and timing
class RequestMiddleware(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next):
start_time = time.time()

logger.info(f"Incoming: {request.method} {request.url.path}")

response = await call_next(request)

process_time = time.time() - start_time
response.headers["X-Process-Time"] = str(process_time)
response.headers["X-Content-Type-Options"] = "nosniff"
response.headers["X-Frame-Options"] = "DENY"
response.headers["X-XSS-Protection"] = "1; mode=block"

logger.info(f"Completed: {request.method} {request.url.path} - {response.status_code} ({process_time:.3f}s)")

return response

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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

fd -type f -name "main.py" | head -20

Repository: AOSSIE-Org/InPactAI

Length of output: 233


🏁 Script executed:

find . -type f -path "*/Backend/app/main.py" 2>/dev/null | head -5

Repository: AOSSIE-Org/InPactAI

Length of output: 84


🌐 Web query:

time.perf_counter vs time.time for measuring duration Python

💡 Result:

Short answer: use time.perf_counter() (or perf_counter_ns()) to measure elapsed durations; use time.time() only for wall‑clock timestamps (e.g., logging, comparing with external clocks). (docs.python.org)

Why:

  • perf_counter is a high‑resolution, monotonic performance counter (won’t go backwards, includes time spent sleeping) — ideal for timing code. Use perf_counter_ns() to avoid float precision loss. (docs.python.org)
  • time.time() returns the system (epoch) clock which is adjustable by the OS/NTP and can jump; it’s intended for timestamps, not robust interval timing. (peps.python.org)

Minimal example:

  • Short timing with floats:
    start = time.perf_counter()
    ...do work...
    elapsed = time.perf_counter() - start
  • Nanosecond-safe:
    start = time.perf_counter_ns()
    elapsed_ns = time.perf_counter_ns() - start

References: Python time docs (perf_counter/perf_counter_ns) and PEP 418 (monotonic/perf_counter rationale). (docs.python.org)

Citations:


🏁 Script executed:

cat -n Backend/app/main.py | sed -n '40,75p'

Repository: AOSSIE-Org/InPactAI

Length of output: 1467


Use time.perf_counter() for duration measurement and wrap call_next() with try/finally to ensure completion logging on exceptions.

time.time() returns the system clock (adjustable by OS/NTP) and is unsuitable for measuring durations; time.perf_counter() provides a monotonic, high-resolution timer designed for this purpose. Currently, if call_next() raises an exception, the "Completed" log and security headers are never set. Use try/finally to guarantee these execute regardless of exceptions, with a null-check for response before accessing headers (since exceptions mean no response object).

 class RequestMiddleware(BaseHTTPMiddleware):
     async def dispatch(self, request: Request, call_next):
-        start_time = time.time()
-        
-        logger.info(f"Incoming: {request.method} {request.url.path}")
-        
-        response = await call_next(request)
-        
-        process_time = time.time() - start_time
-        response.headers["X-Process-Time"] = str(process_time)
-        response.headers["X-Content-Type-Options"] = "nosniff"
-        response.headers["X-Frame-Options"] = "DENY"
-        response.headers["X-XSS-Protection"] = "1; mode=block"
-        
-        logger.info(f"Completed: {request.method} {request.url.path} - {response.status_code} ({process_time:.3f}s)")
-        
-        return response
+        start_time = time.perf_counter()
+        logger.info("Incoming: %s %s", request.method, request.url.path)
+
+        response = None
+        try:
+            response = await call_next(request)
+            return response
+        finally:
+            process_time = time.perf_counter() - start_time
+            if response is not None:
+                response.headers["X-Process-Time"] = f"{process_time:.6f}"
+                response.headers["X-Content-Type-Options"] = "nosniff"
+                response.headers["X-Frame-Options"] = "DENY"
+                response.headers["X-XSS-Protection"] = "1; mode=block"
+                logger.info(
+                    "Completed: %s %s - %s (%.3fs)",
+                    request.method,
+                    request.url.path,
+                    response.status_code,
+                    process_time,
+                )
🤖 Prompt for AI Agents
In Backend/app/main.py around lines 50 to 68, the middleware uses time.time()
for duration and doesn't guarantee completion logging or header setting when
call_next() raises; replace time.time() with time.perf_counter() for monotonic
high-resolution timing, wrap the call_next(request) and response handling in a
try/finally so the elapsed time is computed and the "Completed" log is emitted
regardless of exceptions, and only set response.headers after checking response
is not None (or handle the absence of response appropriately) so header access
won't fail when an exception occurs.

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

Aggressive cleanup may affect other Docker projects.

The clean target uses docker system prune -af, which removes ALL unused images, containers, and networks system-wide, not just those from this project. This could unexpectedly delete resources from other Docker projects on the same machine.

Consider a safer alternative that only cleans this project's resources:

 clean:
 	docker compose down -v
-	docker system prune -af
+	docker compose down --rmi local --remove-orphans

Or add a warning comment and require confirmation:

 clean:
+	@echo "WARNING: This will remove ALL unused Docker resources system-wide"
+	@read -p "Continue? [y/N] " -n 1 -r; echo; [[ $$REPLY =~ ^[Yy]$$ ]]
 	docker compose down -v
 	docker system prune -af
📝 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
clean:
docker compose down -v
docker system prune -af
clean:
docker compose down -v
docker compose down --rmi local --remove-orphans
Suggested change
clean:
docker compose down -v
docker system prune -af
clean:
@echo "WARNING: This will remove ALL unused Docker resources system-wide"
@read -p "Continue? [y/N] " -n 1 -r; echo; [[ $$REPLY =~ ^[Yy]$$ ]]
docker compose down -v
docker system prune -af
🤖 Prompt for AI Agents
In Makefile around lines 38-40, the clean target is using `docker system prune
-af` which aggressively removes all unused Docker resources system-wide; replace
it with project-scoped cleanup and/or an explicit confirmation: call `docker
compose down --volumes --remove-orphans` to remove this project's containers and
volumes, and if you still want to prune images/volumes do it with safer,
filtered commands (e.g., `docker image prune -f --filter
label=your_project_label` or `docker volume prune -f --filter
label=your_project_label`) or add an interactive confirmation prompt (read -p
"Are you sure? [y/N]" and abort unless answered yes); also add a one-line
warning comment above the target explaining the irreversible nature of prune.

Comment on lines +24 to +57
### 1. Loader Functions (`src/lib/loaders.ts`)

All middleware-like logic is centralized in loader functions:

```typescript
// Protected route check
export async function protectedLoader() {
const session = await checkAuth();
if (!session) return redirect("/login");
return { session };
}

// Data preloading
export async function dashboardLoader() {
const session = await checkAuth();
if (!session) return redirect("/login");

const profile = await fetchUserProfile();
return { session, profile };
}
```

### 2. Usage in Routes

Loaders execute **before** components render:

```typescript
<Route
path="/dashboard"
loader={dashboardLoader}
element={<DashboardPage />}
/>
```

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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🌐 Web query:

React Router v6.4+ loaders execute BrowserRouter Routes vs createBrowserRouter RouterProvider Data Router

💡 Result:

Short answer: Loaders (and the rest of the v6.4+ Data APIs: actions, fetchers, useLoaderData, route.errorElement, etc.) only run when you use a Data Router created with createBrowserRouter (and rendered via ). They do not run for a plain + tree. See the React Router docs explaining createBrowserRouter enables the v6.4 data APIs and the migration notes. [1][2]

References

  • createBrowserRouter / Data Routers — enables loaders/actions/fetchers and related options. [1]
  • v6.4 Data migration notes — route-level data APIs only work on routes defined via the new data routers (createBrowserRouter + RouterProvider). [2]

🏁 Script executed:

# Find and examine the App.tsx file to see which router is being used
find . -name "App.tsx" -o -name "App.jsx" | head -20

Repository: AOSSIE-Org/InPactAI

Length of output: 111


🏁 Script executed:

# Look at the ROUTER-LOADER-STRATEGY.md file to see all examples
find . -name "ROUTER-LOADER-STRATEGY.md" -exec cat -n {} \;

Repository: AOSSIE-Org/InPactAI

Length of output: 6430


🏁 Script executed:

cat -n ./Frontend/src/App.tsx | head -100

Repository: AOSSIE-Org/InPactAI

Length of output: 4741


The router loader strategy documented is incompatible with the actual app's routing setup.

React Router v6.4+ loaders only execute with createBrowserRouter + RouterProvider (Data Router). However, Frontend/src/App.tsx uses <BrowserRouter> + <Routes>, which does not support loaders. The entire ROUTER-LOADER-STRATEGY.md (lines 24–57, 97–112, and throughout) documents an approach that cannot work in the current app.

Additionally, the app already implements authentication via <ProtectedRoute> component wrappers (lines 75–79, 82–86, 89–95 in App.tsx), making the loader-based strategy redundant even if the router were migrated to a Data Router.

Either:

  1. Migrate the app to use createBrowserRouter + RouterProvider to enable loaders, or
  2. Rewrite the documentation to acknowledge that loaders are not used and the app relies on component-level ProtectedRoute protection instead.

Keeping the current documentation will mislead developers into believing loaders are active when they are not.

🤖 Prompt for AI Agents
In ROUTER-LOADER-STRATEGY.md around lines 24 to 57 (and note related mentions at
lines 97–112 and elsewhere), the document describes React Router v6.4+ loader
usage but the app actually uses <BrowserRouter> + <Routes> in
Frontend/src/App.tsx (with ProtectedRoute component wrappers at lines 75–79,
82–86, 89–95), so the documented loader strategy is incorrect; fix this by
either (A) migrating the app to a Data Router (replace BrowserRouter/Routes with
createBrowserRouter + RouterProvider and update route definitions to use loader
functions) or (B) update the markdown to remove or clearly mark loader-based
examples as incompatible with the current codebase and instead document the
existing component-level ProtectedRoute approach (adjust all references across
the file to avoid claiming loaders run in the current setup).

Comment on lines +7 to +37
def validate_env_file(filepath, required_keys):
if not os.path.exists(filepath):
print(f"✗ {filepath} does not exist")
return False

with open(filepath, 'r') as f:
content = f.read()

missing_keys = []
empty_keys = []

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)

if missing_keys:
print(f"✗ {filepath} is missing keys: {', '.join(missing_keys)}")
return False

if empty_keys:
print(f"⚠ {filepath} has placeholder values for: {', '.join(empty_keys)}")
return True

print(f"✓ {filepath} is valid")
return True
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⚠️ Potential issue | 🟠 Major

Placeholder values should fail validation (exit 1), and key detection should be line-based (not substring).
Right now placeholder values return True and can lead to “✓ Configuration is ready!” even when secrets are not set; also key in content / startswith(key) can match unintended keys.

 def validate_env_file(filepath, required_keys):
@@
-    missing_keys = []
-    empty_keys = []
+    missing_keys = []
+    empty_keys = []
+
+    # Parse KEY=VALUE lines only (avoid substring / prefix collisions)
+    kv = {}
+    for raw in content.splitlines():
+        line = raw.strip()
+        if not line or line.startswith("#"):
+            continue
+        if line.startswith("export "):
+            line = line[len("export "):].lstrip()
+        if "=" not in line:
+            continue
+        k, v = line.split("=", 1)
+        kv[k.strip()] = v.strip()
@@
-    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)
+    for key in required_keys:
+        if key not in kv:
+            missing_keys.append(key)
+            continue
+        value = kv.get(key, "")
+        if not value or "your_" in value.lower() or "[your" in value.lower():
+            empty_keys.append(key)
@@
     if empty_keys:
         print(f"⚠ {filepath} has placeholder values for: {', '.join(empty_keys)}")
-        return True
+        return False

Also applies to: 55-71

🤖 Prompt for AI Agents
In validate-env.py around lines 7 to 37, the function currently uses substring
checks and startswith(key) which can mis-detect keys, and treats placeholder
values as OK; update it to parse the file line-by-line and match keys using a
strict pattern (e.g., lines that match ^\s*KEY\s*=) so detection is exact,
extract the RHS value by splitting on the first '=', trim it, and treat
placeholder values (empty, values containing 'your_' or '[your' or other
placeholder patterns) as invalid — add those keys to a failing list and return
False (exit 1) instead of True; apply the same exact line-based matching and
placeholder-as-failure logic to the other occurrence around lines 55-71 as well.

Comment on lines +8 to +42
check_command() {
if command -v $1 &> /dev/null; then
echo "$1 is installed"
return 0
else
echo "$1 is not installed"
return 1
fi
}

check_service() {
if curl -s -o /dev/null -w "%{http_code}" $1 | grep -q $2; then
echo "$3 is running"
return 0
else
echo "$3 is not responding"
return 1
fi
}

echo "Checking prerequisites..."
echo ""

check_command docker
DOCKER=$?

check_command docker-compose || check_command "docker compose"
COMPOSE=$?

echo ""

if [ $DOCKER -ne 0 ] || [ $COMPOSE -ne 0 ]; then
echo "Please install Docker and Docker Compose first."
exit 1
fi
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⚠️ Potential issue | 🔴 Critical

Fix Docker Compose detection: check_command "docker compose" is not a valid command check.
This can fail even when the Docker Compose plugin is installed. Detect the plugin by running docker compose version, and store a COMPOSE_CMD you can reuse later.

 check_command() {
-    if command -v $1 &> /dev/null; then
+    if command -v -- "$1" &> /dev/null; then
         echo "✓ $1 is installed"
         return 0
@@
 }
 
+detect_compose() {
+    if command -v -- docker-compose &>/dev/null; then
+        COMPOSE_CMD="docker-compose"
+        echo "✓ docker-compose is installed"
+        return 0
+    fi
+    if command -v -- docker &>/dev/null && docker compose version &>/dev/null; then
+        COMPOSE_CMD="docker compose"
+        echo "✓ docker compose is available"
+        return 0
+    fi
+    echo "✗ Docker Compose is not installed"
+    return 1
+}
+
@@
 check_command docker
 DOCKER=$?
 
-check_command docker-compose || check_command "docker compose"
-COMPOSE=$?
+detect_compose
+COMPOSE=$?
📝 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_command() {
if command -v $1 &> /dev/null; then
echo "$1 is installed"
return 0
else
echo "$1 is not installed"
return 1
fi
}
check_service() {
if curl -s -o /dev/null -w "%{http_code}" $1 | grep -q $2; then
echo "$3 is running"
return 0
else
echo "$3 is not responding"
return 1
fi
}
echo "Checking prerequisites..."
echo ""
check_command docker
DOCKER=$?
check_command docker-compose || check_command "docker compose"
COMPOSE=$?
echo ""
if [ $DOCKER -ne 0 ] || [ $COMPOSE -ne 0 ]; then
echo "Please install Docker and Docker Compose first."
exit 1
fi
check_command() {
if command -v -- "$1" &> /dev/null; then
echo "$1 is installed"
return 0
else
echo "$1 is not installed"
return 1
fi
}
check_service() {
if curl -s -o /dev/null -w "%{http_code}" $1 | grep -q $2; then
echo "$3 is running"
return 0
else
echo "$3 is not responding"
return 1
fi
}
detect_compose() {
if command -v -- docker-compose &>/dev/null; then
COMPOSE_CMD="docker-compose"
echo "✓ docker-compose is installed"
return 0
fi
if command -v -- docker &>/dev/null && docker compose version &>/dev/null; then
COMPOSE_CMD="docker compose"
echo "✓ docker compose is available"
return 0
fi
echo "✗ Docker Compose is not installed"
return 1
}
echo "Checking prerequisites..."
echo ""
check_command docker
DOCKER=$?
detect_compose
COMPOSE=$?
echo ""
if [ $DOCKER -ne 0 ] || [ $COMPOSE -ne 0 ]; then
echo "Please install Docker and Docker Compose first."
exit 1
fi

Comment on lines +18 to +26
check_service() {
if curl -s -o /dev/null -w "%{http_code}" $1 | grep -q $2; then
echo "$3 is running"
return 0
else
echo "$3 is not responding"
return 1
fi
}
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⚠️ Potential issue | 🟠 Major

Service checks: add curl timeouts + replace Redis “HTTP on 6379” with a real Redis check (or drop it).
Current Redis check isn’t meaningful and can false-pass/false-fail. If containers are expected to be up, use redis-cli ping via compose.

 check_service() {
-    if curl -s -o /dev/null -w "%{http_code}" $1 | grep -q $2; then
+    if curl -fsS --max-time 3 -o /dev/null -w "%{http_code}" "$1" | grep -q "$2"; then
         echo "✓ $3 is running"
         return 0
@@
 }
+
+check_redis() {
+    if ${COMPOSE_CMD} exec -T redis redis-cli ping 2>/dev/null | grep -q "PONG"; then
+        echo "✓ Redis is running"
+        return 0
+    else
+        echo "✗ Redis is not responding"
+        return 1
+    fi
+}
@@
-check_service "http://localhost:6379/" "" "Redis"
-REDIS=$?
+check_redis
+REDIS=$?
@@
-if [ $BACKEND -eq 0 ] && [ $FRONTEND -eq 0 ]; then
+if [ $BACKEND -eq 0 ] && [ $FRONTEND -eq 0 ] && [ $REDIS -eq 0 ]; then

Also applies to: 63-92

🤖 Prompt for AI Agents
In verify-setup.sh around lines 18 to 26 (and also apply the same change to
lines 63-92), the check_service function currently calls curl without timeouts
and is being used to test Redis on port 6379 which is not an HTTP service;
update the function to add curl timeout flags (-m and --connect-timeout) and a
short retry/backoff or max-attempts behavior, and replace the Redis check that
attempts HTTP on 6379 with a proper Redis health check using redis-cli ping (via
docker-compose exec or redis-cli -h host -p port if available) or remove the
Redis HTTP test entirely; ensure the script treats a successful "PONG" as a pass
and non-response as fail, and keep exit codes/log messages consistent.

…alDialog for sponsorship proposals

- Added @radix-ui/react-checkbox and @radix-ui/react-radio-group dependencies.
- Created Checkbox and RadioGroup components for UI consistency.
- Implemented CreateProposalDialog component for creating sponsorship proposals with multi-step form.
- Integrated CreateProposalDialog into SponsorshipsPage for user interaction.
- Updated App component to include AuthProvider for context management.
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