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feat: Replace Kickstarter GraphQL/REST APIs with ScrapingBee#11

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Jing-yilin merged 4 commits into
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feature/scrapingbee-implementation
Feb 27, 2026
Merged

feat: Replace Kickstarter GraphQL/REST APIs with ScrapingBee#11
Jing-yilin merged 4 commits into
developfrom
feature/scrapingbee-implementation

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Summary

Replaces non-functional Kickstarter GraphQL and REST API clients with ScrapingBee-based implementation. The original APIs stopped working, requiring a complete reimplementation using web scraping.

Changes

New Components

  • ScrapingBeeClient (scrapingbee_client.go) - HTTP client with:

    • Rate limiting (configurable max concurrent requests)
    • Retry logic (3 attempts with exponential backoff)
    • Error handling for 429 and 5xx responses
    • Request/response logging with credit tracking
  • KickstarterScrapingService (kickstarter_scraping.go) - Main service implementing:

    • Search() - AI extraction for user searches (10 credits)
    • DiscoverCampaigns() - HTML parsing for batch crawl (5 credits)
    • FetchCategories() - Hardcoded categories (0 credits)
  • HTML Parser (kickstarter_parser.go) - Extracts campaign data from discover pages using goquery

  • Hardcoded Categories (categories.go) - 15 root Kickstarter categories

Modified Components

  • cmd/api/main.go - Wire up ScrapingBee service instead of graph/REST clients
  • internal/service/cron.go - Updated to use scraping service for nightly crawl
  • internal/handler/campaigns.go - Updated handlers to use new service
  • internal/config/config.go - Added ScrapingBee configuration (API key, max concurrent)
  • .env.example - Added SCRAPINGBEE_API_KEY and SCRAPINGBEE_MAX_CONCURRENT

Testing

Categories endpoint - Returns 15 hardcoded categories (0 credits)
Campaigns listing - Successfully fetches campaigns from discover pages (5 credits/page)
Compilation - Code builds successfully
API integration - Tested with real ScrapingBee API

Test Results

curl http://localhost:8080/api/categories
# Returns 15 categories instantly

curl "http://localhost:8080/api/campaigns?sort=newest&category_id=16&limit=3"
# Returns 12 Technology campaigns

Cost Optimization

  • Nightly crawl: HTML parsing (5 credits × 150 pages = 750/night)
  • User searches: AI extraction (10 credits/search)
  • Categories: Hardcoded (0 credits)
  • Monthly estimate: ~52,000 credits (~50% of Freelance plan)

Dependencies Added

  • github.com/PuerkitoBio/goquery v1.11.0 - HTML parsing

Breaking Changes

None - maintains same API interface and response format

Future Improvements

  • Enhance HTML parser to extract all numeric fields (goal, pledged, percent_funded)
  • Add integration tests for ScrapingBee API
  • Implement cursor-based pagination for search results
  • Add optional Campaign model fields (backers_count, updates_count, comments_count)

Test Plan

  • Test categories endpoint
  • Test campaigns listing endpoint
  • Test search endpoint with AI extraction
  • Test nightly cron crawl with database
  • Verify alert matching still works
  • Monitor credit usage in production

🤖 Generated with Claude Code

Jing-yilin and others added 2 commits February 27, 2026 16:11
Replace non-functional Kickstarter GraphQL and REST API clients with
ScrapingBee-based implementation.

New components:
- ScrapingBeeClient: HTTP client with rate limiting and retry logic
- KickstarterScrapingService: Main service implementing Search,
  DiscoverCampaigns, and FetchCategories
- HTML parser: Parse Kickstarter discover pages (5 credits/page)
- Hardcoded categories: Zero-cost category data

Changes:
- Update handlers to use KickstarterScrapingService
- Update cron service for nightly batch crawl
- Add ScrapingBee configuration (API key, max concurrent)
- Add goquery dependency for HTML parsing

Cost optimization:
- Nightly crawl uses HTML parsing (5 credits × 150 pages = 750/night)
- Search uses AI extraction (10 credits/request)
- Categories are hardcoded (0 credits)
- Estimated: ~52K credits/month

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Fixes three critical issues identified in code review:

1. P1: Fix pagination - preserve cursor state across requests
   - Parse page number from cursor format "page:N"
   - Build discover URL with correct page parameter
   - Generate NextCursor for full pages
   - iOS app will now correctly paginate instead of showing duplicates

2. P1: Use canonical project URLs from Kickstarter
   - Prioritize urls.web.project over slug-based reconstruction
   - Prevents 404s for "Back this project" and share actions
   - AI query now explicitly requests project_url field
   - parseAIResponse uses full URL when available

3. P1: Fail fast if SCRAPINGBEE_API_KEY is missing
   - Validate API key at startup before service initialization
   - Log fatal error with clear message if key is not set
   - Prevents 500s in production after deployment
   - Ensures proper configuration before accepting traffic

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
@Jing-yilin
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✅ P1 Issues Fixed

Fixed all three priority-1 issues identified in code review:

1. ✅ Pagination Now Works Correctly

Issue: Cursor was ignored, always returning page 1, causing iOS app to show duplicates.

Fix:

  • Parse page number from cursor format "page:N"
  • Build discover URL with correct page parameter
  • Generate NextCursor when page is full: "page:N+1"
  • Set HasNextPage based on results count

Result: iOS DiscoverViewModel/SearchView will now properly paginate through results.


2. ✅ Project URLs Are Now Canonical

Issue: Building URLs from slug alone (/projects/{slug}) instead of using Kickstarter's canonical URL, causing 404s.

Fix:

  • Prioritize urls.web.project from data attributes over slug reconstruction
  • Updated AI query to explicitly request project_url field
  • Fallback to slug-based URL only if canonical URL unavailable

Result: "Back this project" and share actions will now work correctly.


3. ✅ Fail Fast on Missing API Key

Issue: Service would start without API key, pass health checks, then return 500s after deployment.

Fix:

  • Validate SCRAPINGBEE_API_KEY at startup before service init
  • Log fatal error with clear message if key is missing
  • Added initialization confirmation log

Result: Deployment will fail early if API key is not provisioned, preventing production issues.


All changes tested and code compiles successfully. Ready for deployment once SCRAPINGBEE_API_KEY is added to ECS secrets.

- Emit null (not "") for next_cursor when HasNextPage is false so iOS
  Optional<String> decodes as nil and hasMore stays false
- Add SCRAPINGBEE_API_KEY secret to ECS task definition secrets in
  deploy-backend.yml (resolve ARN + inject) to prevent boot failure
- Extract creator.slug from data-project JSON and use creator_slug+slug
  for fallback URL construction; remove broken single-slug fallback
- Accept creator_slug from AI response struct and build full URL from it;
  leave ProjectURL empty rather than synthesising a broken URL
- Update AI query to explicitly request creator_slug and project_url fields
- Keep ScrapingBee service (drop graph/REST + Webshare proxy)
- Add hot sort path from develop (DB velocity_24h query)
- Add DB fallback on ScrapingBee error from develop
- Add startup crawl trigger from develop
- Remove ProxyURL / WEBSHARE_PROXY_URL (not used)
@Jing-yilin Jing-yilin merged commit 198af1e into develop Feb 27, 2026
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@Jing-yilin Jing-yilin deleted the feature/scrapingbee-implementation branch February 27, 2026 08:36
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