Problems I ran into
The first major constraint is actuator packaging. A motor or servo can work on a bench but still fail as a robot part if it makes the leg too bulky, too weak, too heavy, or mechanically awkward.
The second constraint is power delivery. A full 8-leg, 4-DOF-per-leg robot would create a large actuator count, so power distribution has to be designed early instead of added at the end.
The third constraint is mechanical repeatability. One printed joint or bracket is not enough; the design has to become repeatable across many joints without turning into a wiring and maintenance mess.
The fourth constraint is control architecture. A single central controller becomes less attractive as actuator count increases, which is why the project direction favors modular leg control and staged subsystem validation.
The fifth constraint is thermal management. During DepthAI / OAK-D perception testing, the camera hardware started getting too hot, so I built USB-powered cooling fans as a practical bench-level mitigation.
The sixth constraint is scope control. The long-term goal includes autonomy, but V2 is not an autonomous spider robot. The current bottleneck is still reliable actuation, power, packaging, thermal handling, and repeatable leg mechanics.