Principles
We scrape only public data, respect robots.txt and rate limits, and prefer official APIs when available.
Reliability at scale
- Proxy rotation and headless browsers where needed.
- Backoff, retries, and idempotent storage.
- Observability with metrics, logs, and alerts.
Deliverables
Clean datasets, pipeline code, monitoring hooks, and compliance notes tailored to your use‑case.
