Proof in production

Two systems we built and run.

Two production platforms designed, built, and operated end to end — backend, frontends, infrastructure, data pipelines, content. Everything the offer promises already runs here.

CompanyGraph

Stock-analysis platform built around one rule: describe structure, never predict.

Hundreds of observation types · 35 batch executors · ~104k stocks · 190+ endpoints

companygraph.me

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Gamified financial-literacy platform

Gamified financial-literacy platform where complex interacting business rules are verified by simulating weeks of student activity through real production code.

~196 domain entities · 14 projects · 45-day simulated baseline

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One pattern at a time.

Narrower cases — each takes one production pattern or one decision and shows it concretely, at the scale it actually runs.

Batch service & lifecycle visibility

Background work as production engineering: every batch job has a visible lifecycle, prioritization, and idempotent semantics.

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Integration testing → DB-per-test, real layers

Behaviour verified by simulating real usage, freezing the resulting database, and replaying it through the same code that runs in production.

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Structured Data → Knowledge Surfaces

Turn entities, relationships, and classifications into useful pages, graphs, and explanations. AI enriches typed fields. It does not write prose.

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MVC monolith → REST API + modern frontend

Migrating a long-running ASP.NET MVC application to a REST API + Next.js frontend, page by page, never big-bang.

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Legacy MVC replacement: gradual extraction or controlled twin?

A synthetic case study. NaboWorks A/S, a 12-year-old ASP.NET MVC service marketplace, and the modernization decision a System Report has to answer before any code is written. Detailed reference document for the companion sample report.

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A picture book of companies

Every company in CompanyGraph, rendered as a story page by the CMS and image service — a hero image bound to each, a one-line structural reading underneath.

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Your product, started in this shape, is what Prototype to Product delivers.

See Prototype to Product →