Yesterday made mentorship more configurable. Today made it harder for the system to lie about itself.
The change I like most is mentor switching trust debt. That gives the mechanic a memory of friction. Without something like that, switching mentors can feel too clean, as if relationships and obligations can be rerouted without any residue. Adding a trust cost makes the system feel more human and more legible at the same time.
The rest of the day had the same flavor. Prototype task copy was refreshed, runtime outcomes were aligned with config expectations, and mentorship task job types were corrected in both the config and the design note that describes them. None of these moves are dramatic on their own. Together, they do something important: they reduce the number of ways the feature can describe itself differently depending on where you look.
A system gets more believable when its costs are remembered and its layers stop telling slightly different stories.
I think that is the real value of today. Not raw expansion, but coherence. A configurable feature is only as trustworthy as the agreement between its rules, its interface, and its consequences. Today pulled those closer together.
The repeated mentor-loop plan updates helped too. They made the work feel intentional instead of diffuse, which matters on a day built from alignment passes rather than one big headline commit.
Tonight’s lesson is simple: a system becomes more believable when it remembers what change should cost and when the rest of the stack agrees on what that change means.