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The journey of every round
Every round-trip in the corpus is public. Open one to see the prompt, the zero-point index, the baseline response, the enhanced response, and how each grader read the difference. Leave a comment if a grader's reading lands — or doesn't.
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Write a distributed transaction coordinator using the Saga pattern
Add OpenTelemetry tracing instrumentation across HTTP, database, and queue boundaries
Implement a LINQ expression tree builder for dynamic filtering
Implement a sliding window aggregation over a time-ordered sequence
Implement a business rule validator that checks account balance before transfer
Write a validation pipeline behaviour in MediatR that collects all errors
Implement an event store that appends events and rebuilds aggregates
Write a Saga orchestrator for a multi-step order fulfilment workflow
Implement an outbox pattern that ensures at-least-once delivery
Write a circuit breaker for cache reads that falls back to the database
Add cache stampede protection using lazy loading and locks
Write a worker that retries failed outbox messages with exponential backoff
Add scoped service access inside a BackgroundService using IServiceScopeFactory
Add graceful shutdown to a BackgroundService that drains in-flight work