Execution, not theory.
Four steps. They're not novel. What matters is doing them properly across hardware, firmware, software, and infrastructure simultaneously.
Understand the problem
Before anything is drawn or written, we agree on what success looks like. What constraints are real, what's assumed, what budget — time, money, power, BOM — actually exists.
Design the system
Architecture across every layer: signal chain, firmware, software, network, deployment. The boundaries between disciplines are usually where projects fail — those get drawn first.
Build and test
Iterative, instrumented builds. Hardware comes up on the bench. Software ships behind real telemetry. Failure modes are surfaced early, not at integration.
Deploy and refine
Real deployment to real conditions — and then the part most projects skip. Monitoring, hardening, and the hand-off documentation needed for someone else to keep it running.