Realization Engine
Turning specifications into realized systems.
The Realization Engine is a body of work investigating how humans and AI systems collaborate to move ideas from concept to working artifact. The projects gathered here share a common thesis: that durable software is built from explicit specifications, validated theory, and architectures that make their own assumptions visible. Each repository contributes a different layer to that program, from the formal frameworks underneath to the tools that put them into practice.
Projects
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F-Star
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Validating and operationalizing the Multiplier and Mirror framework. Includes the foundational paper, mathematical basis of the Mirror, and annotated citations.
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Spec Chat
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A specification-driven system for authoring software through collaboration between humans and language models. Replaces traditional design documents with SpecLang and a structured workflow for evolving systems through incremental specifications.
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ASAP
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Architect Support Agentic Platform. Tooling and agent workflows that support architects in producing and maintaining software specifications at scale.