Spring Boot microservices. Wrap fetch→parse→validate into a stateless service with rate limits, per-origin budgets, and health checks. Use WebClient (Reactor Netty) for async fan-out and emit Parquet/JSON to your lake with lineage (URL, timestamp, proxy info, hash).
Android data feeds. For on-device enrichment pipelines, OkHttp + WorkManager can stage controlled, low-rate pulls via a managed proxy. Respect battery/network constraints; cache aggressively; encrypt at rest; and avoid collecting PII unless strictly required and consented.
Enterprise backend integration. Produce governed outputs—schemas with versioning, nullable fields clarified, and currency/locale normalization. Stream to Kafka for downstream analytics and maintain replay with idempotent keys. Attach evidence thumbnails only when policy allows.
- Dashboards: success-per-10k calls, p50/p95 latency by market, retry rate, valid-page yield, dedupe %, and cost per 1k successful items.
- Playbooks: rotate markets with rising soft blocks, adjust pool sizes on tail growth, and quarantine noisy exits.