Knowledge · Blueprints

Reference blueprints

Engineering documents that show how the patterns become systems — problem, scale, constraints, architecture, decisions, and lessons, in a consistent format.

Reference Scenarios — each blueprint below is an illustrative scenario, not a client engagement. No client names, no borrowed results. They exist to show how we think, decide, and document.

Reference Scenario

Retail Demand Forecasting

Problem: per-SKU, per-store demand forecasts feeding replenishment — with promos, seasonality, and cold-start SKUs.

FORECASTING · FEATURE STORE · BATCH INFERENCE

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Reference Scenario

SaaS CDC Lakehouse

Problem: analytics on a production Postgres fleet without touching OLTP performance — 5-minute freshness, one governed copy.

CDC · STREAMING · ICEBERG · DBT

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Format

Blueprint template

The document format every blueprint follows — and the standard we hold engineering documentation to.

Read template →

Blueprints × patterns

Patterns describe the shape of a correct solution; blueprints show one instantiation with concrete scale, constraints, and decisions. Read the pattern library for the reasoning, the blueprints for the application.

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