Case Notes
Engineering notes from real projects — what we built, what broke, and what we'd do differently. Each note is linked to its full case study.
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.
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.
Case Notes: Steve Trading Bot
From backtests to controlled live rollout in trading systems.
Case Notes: AgrigateVision
Lessons from deploying agriculture CV under variable conditions.