Compile-Time AI
Reasoning done once and compiled into explorable representations, instead of re-derived on every query.
A Fleet domain · running on the frozen substrate
The problem it answers
Query-time AI re-derives the same relationships on every request — burning tokens to reach conclusions someone already reached.
Why it matters
Do the hard reasoning once and compile it. Everyone after you inherits the answer instead of re-paying for the question.
3 Fleet Deployments
The deployments
Open on GitHub. Every system below runs on the same frozen decision substrate — this domain is one more proof that the substrate never needed editing.
sovereignSpec
productionLocal-first, offline spec-driven development engine that treats specifications as living, graph-grounded artifacts and enforces deterministic code generation through structured pipelines.
Python
github.com/kliewerdaniel/sovereignSpec →specweave
activeSelf-verifying, speculative, multi-agent spec engine with neuro-symbolic reasoning.
Python
github.com/kliewerdaniel/specweave →synthScript
activeSemantic operating system that transforms a knowledge graph into executable software specifications — no more prompting LLMs directly.
Python
github.com/kliewerdaniel/synthScript →