Lurkee

▶ SUMMARY

Async FastAPI backend with a multi-agent pipeline that watches competitor sites, hashes content, diffs changes, and runs an LLM analysis with severity scoring. Weekly PDF reports, Stripe billing, Slack alerts.

▶ HIGHLIGHTS

• → Multi-agent: scraper → analyzer → reporter → alerter
• → SHA256 diff + LLM analysis with severity classification
• → Tiered model routing: cheap model for triage, strong model for critical findings
• → 25 API endpoints, daily + weekly cron pipelines

▶ STACK