Case Notes
Short engineering notes from real deployments — what worked, what failed, and why. Each note is tied to a full case study.
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Case Notes: MTRobot — Building a Multi-Tenant Algo Trading SaaS on MT5
Engineering notes on building a multi-tenant algo trading SaaS — MT5 integration, execution isolation, real-time streaming, and security constraints. What we learned building production trading infrastructure.
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Case Notes: RoomIQ — Teaching AI to Place Furniture
How we built RoomIQ's Interior Engine — a hybrid system combining LLMs, deterministic geometry algorithms, and evolutionary optimization to generate physics-valid 3D room layouts from natural language.
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Case Notes: Steve Trading Bot
From backtests to controlled live rollout in trading systems.
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Case Notes: AgrigateVision
Lessons from deploying agriculture CV under variable conditions.
Interested in how these systems were built end-to-end?