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Example gaming leaderboard application covering streaming ingestion, CDC enrichment, processing and visualisation including demo of advance real-time analytics concepts like late data arrival, exactly-once, dynamic config, archival and on-demand replay
Streaming data pipeline in TypeScript: segmented append-only log with CRC and crash recovery, credit-based backpressure (429 Retry-After instead of an unbounded buffer), idempotent producers, exactly-once materialisation into a time-series store.
Idempotent healthcare EDI processing: make at-least-once delivery safe with the inbox + outbox pattern — dedup by ISA13, effectively-once processing, exactly-once effects. TypeScript, with tests and a live playground.
Is that UPI payment real? Checks the buyer's screenshot against the bank's DKIM-signed credit alert. Each credit pays for one order only, enforced by Aurora DSQL. Lambda, Textract, KMS, CDK.
Generic idempotency for Node.js — execute any operation exactly once per key, with pluggable storage, explicit concurrency semantics, and first-class observability.
Agent-safe payouts: a typed toolbox and MCP server that lets Claude work payment incidents on the Airwallex sandbox without ever paying a supplier twice.
Idempotency keys for Solana. Retry without executing twice. At-most-once successful execution of a guarded logical intent within a configurable retention window.