Engineering series

Million Claim Challenge Field Notes

How the benchmark moved from local Kubernetes runs to repeatable measurement, honest workflow scoring, and operator-facing evidence.

Current verified scope: the latest published proof is a 50,000-claim local Kubernetes breadth run. The full million remains the target.
Part 5

Running a Healthcare Claims Platform Locally in Kubernetes, Part 5: From Faster to Repeatably Faster

How the local Kubernetes sweep harness turned isolated fast runs into repeatable performance evidence.

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Part 6

Running a Healthcare Claims Platform Locally in Kubernetes, Part 6: From Fast Runs to Honest Edge-Case Scoring

Why paid is not the only correct outcome, and why unsupported scenarios must remain visible.

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Part 7

Running a Healthcare Claims Platform Locally in Kubernetes, Part 7: From Benchmark Logs to an Operator Console

Moving benchmark proof from terminal logs into an operator-facing Mass Adjudication console.

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