Forecasting2026-04-22 · 9 min
Why point forecasts are insufficient for replenishment planning
We argue for distributional forecasts as the minimum viable output for any production demand model.
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01Insights
Field notes from the engineering team.
Technical writing on the systems we build, the trade-offs we make, and the targets we hold ourselves to in production.
Optimization2026-03-30 · 12 min
Benchmarking sub-200ms re-optimization at network scale
An overview of the warm-start solver and incremental constraint propagation that keeps decision latency bounded.
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Integration2026-02-18 · 7 min
Idempotent writes against legacy SAP IDoc pipelines
A pattern for safely replaying events into ERP systems that were never designed for at-least-once delivery.
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Operations2026-01-09 · 11 min
Designing operator override controls for 24/7 control rooms
Lessons from deploying manual intervention surfaces alongside autonomous orchestration in 24/7 control rooms.
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