How to build a social network entirely on serverless
summary
Rebuilds a monolithic social network into an event-driven, serverless system using Kinesis, API Gateway, SQS, Redis, CloudSearch, BigQuery (or Athena + S3 + Glue), Neo4j and direct GCM/APNs pushes, proving it works in production: 200 Lambda functions handle search, timeline, recommendations and notifications, deployments jump to 100/month from 4–6, and operational compute cost for comparable work falls to about 5% of EC2. Timeline and search are rebuilt with streaming + SQS retries and deliverable features ship in days.
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chapters (6)
- 0:00Start
- 4:52up to 30 mins for deployment deployment required downtime
- 12:02build loosely coupled system through events
- 20:28proxy requests from monolith to new service
- 23:03mixpanel $3000/month
- 37:30Oversight vs. Frictionless
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