Blog
Engineering notes on production AI — patterns, failures, and fixes.
Case Notes Short engineering notes from real deployments
All Case Notes → MTRobot
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.
RoomIQ
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.
Steve Trading Bot
Steve Trading Bot
From backtests to controlled live rollout in trading systems.
AgrigateVision
AgrigateVision
Lessons from deploying agriculture CV under variable conditions.