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Now I have all the information needed to write the evaluation. Let me compile the PR review: PR Evaluation ReportSummaryThis PR adds PostHog analytics integration to a React Router 7 e-commerce application (Shopper). The integration includes client-side SDK initialization, server-side middleware with posthog-node, error tracking via ErrorBoundary, and comprehensive e-commerce event tracking across the shopping funnel. The implementation is well-structured but has notable issues with the client initialization config and the proxy setup only works in dev mode.
Confidence score: 3/5 🤔
File changes
App sanity check: 4/5 ✅
Issues
|
| Criteria | Result | Description |
|---|---|---|
| PostHog SDKs installed | Yes | posthog-js: ^1.325.0, posthog-node: ^5.21.0, @posthog/react: ^1.5.2 |
| PostHog client initialized | Partial | Client initialized in entry.client.tsx with PostHogProvider, but has invalid defaults config |
| capture() | Yes | Multiple capture calls across all routes with rich event properties |
| identify() | Yes | User identified during checkout with email and name |
| Error tracking | Yes | ErrorBoundary uses posthog?.captureException(error) |
| Reverse proxy | Partial | Vite dev proxy configured for /ingest, but doesn't work in production |
Issues
- Invalid defaults config:
defaults: '2025-11-30'is not a valid PostHog init option. Remove this line from entry.client.tsx. [CRITICAL] - Production proxy missing: The Vite server proxy only works during development. Production deployments need a separate reverse proxy configuration (e.g., in nginx, Cloudflare, or framework-specific rewrites). Events in production will be blocked by adblockers. [MEDIUM]
- api_host not pointing to proxy: The
api_hostis set toVITE_PUBLIC_POSTHOG_HOST(direct PostHog URL) but should use/ingestto leverage the proxy for adblock circumvention. [MEDIUM] - Page view tracking: No explicit pageview tracking setup. PostHog autocapture may handle this, but manual `` capture or
capture_pageview: trueinit option would be more explicit. [LOW]
Other completed criteria
- Server-side middleware properly initializes posthog-node with flush settings
- Session and distinct ID context propagation via headers
- PostHogProvider wraps the entire app in entry.client.tsx
- No PII in event properties (email only used in identify, not capture)
- SSR configuration properly excludes posthog-js from server bundle
- __add_tracing_headers configured for session correlation
PostHog insights and events: 4/5 ✅
| Filename | PostHog events | Description |
|---|---|---|
app/routes/home.tsx |
start_shopping_clicked |
Top-of-funnel CTA engagement tracking |
app/routes/products.tsx |
product_added_to_cart, product_searched, category_filtered |
Product discovery and shopping behavior |
app/routes/products..tsx |
product_viewed, product_added_to_cart |
Product detail page engagement with source differentiation |
app/routes/cart.tsx |
product_removed_from_cart, cart_quantity_updated, checkout_started |
Cart management and checkout funnel entry |
app/routes/checkout.tsx |
order_completed |
Conversion event with full order details |
app/root.tsx |
captureException |
Error tracking for application errors |
Issues
- Search event fires too frequently:
product_searchedfires on every keystroke which will create noisy data and high event volume. Implement debouncing (e.g., 500ms) or fire on search submit/blur instead. [MEDIUM] - No cart viewed event: Missing a
cart_viewedevent when users navigate to the cart page, which would help complete the funnel analysis. [LOW]
Other completed criteria
- Complete e-commerce funnel coverage from discovery to purchase
- Events enriched with relevant properties (product_id, product_name, price, category, quantity)
- Source differentiation (products_listing vs product_detail) for add-to-cart events
- Order details captured comprehensively (items, totals, tax, shipping info)
- User identification enables cohort analysis and user property tracking
- Category and search filtering tracked for product discovery insights
- Quantity change tracking captures both previous and new values with delta
Reviewed by wizard workbench PR evaluator
Automated wizard CI run
Source: manual
Trigger ID:
afd8cc2App:
react-router/shopperApp directory:
apps/react-router/shopperWorkbench branch:
wizard-ci-afd8cc2-react-router-shopperWizard branch:
mainExamples branch:
mainPostHog (MCP) branch:
masterTimestamp: 2026-01-16T13:59:31.386Z
Duration: 309.5s