DEVLOG | February 28, 2026

Kinematics mapping methodology

research

This was a research day: less about ceremony, more about tightening the shape of the thing until it behaved a little more like itself. 7 commits landed or were available locally. There was also a decent amount of local conversation around the work, but the useful part is the trail it leaves: questions asked, decisions narrowed, and a few assumptions made explicit.

What moved

research moved through approach planning with codex, chasing kinematics w live loop, Merge branch 'master' of https://github.com/danmdoh/sgfc, live loop state update, semantic scoring and order diagnostics, add methodology plans for breaking through kinematics mapping problem, and Merge pull request #2 from danmdoh/claude/eloquent-faraday.

What I learned

The main lesson is still emerging. For now, the useful record is that work happened, the boundary stayed intact, and the next pass has something concrete to pick up.

Source trail

The research lane stays research, and the implementation lane stays implementation. This post is a narrative summary of local work, not a publication of raw originals.