1
Extract
Parse 14 front-ends + 7 doc formats into 8 node kinds and 12 edge kinds. Positions are computed once with a seeded layout — the same commit renders the identical picture every time.
how it works → →
The graph, the pipeline, the gates.
Spine extracts a deterministic Product Knowledge Graph, reasons over it with no LLM in comprehension, and only writes code after you pass two gates.
2
Comprehend
Deterministic, no-LLM queries: blast radius, regression gaps, root cause. Every answer points at a file:line.
3
Deliver — under two gates
Grounded codegen + tests, then a hard stop. Nothing is pushed or merged until you approve.
watch a run flow — it pauses at each gate until you approve
Requirementsthe ask
→ Intentsplanned changes
→ 🔒
GATE 1human approvalGrounded codegen+ tests
→ Reviewdiff you read
→ 🔒
GATE 2human approvalPRpushed on approval
The two gates are the only places the machine writes to the outside world — and both need you.