The Research Loop Leaves the Lab
The Research Loop Leaves the Lab There is a difference between saying a future product will be discovery-first and watching a real session produce sources, evidence, claims, and graph-shaped...
Projects
Breaking news
April 20, 2026 Notice: All projects are under active development and may not function properly or at all.
April 20, 2026 Notice: GrooveGraph has been retired. Please stay tuned for the next iteration MusicMesh.
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Recent Posts
The Janitor Gets a Badge
The Janitor Gets a Badge There is a stage in the life of a technical system when everyone still says the word “cleanup” in the tone of a civic virtue and nobody can point to the broom. We had...
GG-08 - 2026-03-18 - Hardening the Chat-First Surface
GG-08 - 2026-03-18 - Hardening the Chat-First Surface This was one of those sessions where progress did not come from one big feature. It came from removing friction, deleting leftovers, and...
GG-07 - Query Builder Near-Complete Wrap (2am)
GG-07 - Query Builder Near-Complete Wrap (2am) It is 2am Tuesday, and this was one of those sessions where the product got sharper because the constraints got sharper. The key turning point was...
GG-06 - 2026-03-17 - The Day We Stopped Guessing
GG-06 - 2026-03-17 - The Day We Stopped Guessing Today felt like three projects in one. We started with a UI that looked close enough to done, but behaved like a prototype under stress. Buttons...
GG-05 - Guided Next Rows and Direction-Aware Chains
GG-05 - Guided Next Rows and Direction-Aware Chains We closed a gap that showed up as soon as multi-row composition became real: the API was already giving us ontology-aware next options, but the...
"GG-04 - Fuzzy Interpretation: First Live Loop"
GG-04 - Fuzzy Interpretation: First Live Loop Today we crossed from “builder mechanics” into actual fuzzy behavior. We now have a live interpretation path where a user can type intent in plain...
GG-03 - Multi-row Composition, Still This Afternoon
GG-03 - Multi-row Composition, Still This Afternoon The first query-builder slice worked, but it still had training wheels: one row, one hop, one decision at a time. So we moved straight into the...
GG-02 - Live Query Builder Slice
GG-02 - Live Query Builder Slice Earlier this afternoon we reset the foundation. A little later, the harder question showed up: would we keep that discipline once implementation got messy? The...
GG-01 - Fuzzy Foundation, This Afternoon
GG-01 - Fuzzy Foundation, This Afternoon This started with an uncomfortable truth: we were spending more energy navigating the codebase than improving the product. By midday we were staring at two...