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Advertising · Mid
Real-time bid log pipeline
Ingest 50k events/sec of ad bids, dedupe, and land them in a warehouse partitioned for reporting.
Provided by Dev Ascension
- About 6 hours
- 5–15 engineers
- Data pipeline
The learning sequence
- 01
Find the real requirement
Requirements analysis · Free lesson
- 02
Choose the ingestion design
Architecture decisions · Free lesson
- 03
Slice the epic into 2-point stories
Sprint planning · Pro lesson
- 04
Write an idempotent dedup function
Coding task · Pro lesson
- 05
Load with MERGE into the warehouse
Integrations · Pro lesson
- 06
Write the pytest that proves idempotency
Testing · Pro lesson
- 07
Ship it safely
Deployment · Pro lesson