GroupB Methodology
Building under constraints
Constraint-first design is not about minimalism or elegance—it is about shipping systems that survive contact with reality. Features that cannot operate under load, defaults, or disconnection are fragile. Kill them before they kill trust. Operating environments define what survives. Build for the worst: congested mobile networks, unclear regulations, users who disappear mid-transaction, systems that need offline-first operation. Strong systems assume failure, design for it, and recover without human intervention. Trust is the output of constraints properly managed. If your system cannot explain what happens during a default, network partition, or regulatory audit, it is not production-grade. Design recovery flows, state machines, and fallbacks from day one. This is not theory. Every coordination system, payment rail, and institutional platform we build starts with constraints, not features. The products that survive are the ones designed to handle what breaks.