Research & Design

Relational and Causal State Transition System: a specification for serialisable propagator networks as first class values. Logic, topology, and causal history frozen into portable artefacts ('Rackets').

Specification · Repository · Article

Write type safe code against semantic axioms while deferring shape specific canon implementations to runtime registration: late bound types without sacrificing compile time safety.

Repository · Documentation · Article

First class composable propositions backed by deterministic predicates, replacing ad hoc boolean validation with verifiable, cacheable proofs in the Curry–Howard tradition.

Repository · Article

Single semantic API surface that works across all registered canons: code against concepts, not container shapes.

Repository · Article

Hash propositions and relationships, not container structure. `{foo:1}` and `[{key:'foo',value:1}]` must be semantically equivalent for persistent proofs.

Repository · Article

Distributed Context Sensitive Graph Store: peer to peer graph storage with an immutable Semantic Log, Native Projection, audience based stratification, and ownership based conflict resolution. Whitepaper published; a bespoke implementation exists under NDA, to be extracted as RelationalFabric stabilises.

Specification · Repository

Anti pattern: code that must interrogate data shape at every boundary instead of trusting semantic axioms. The structure aware debt Universal APIs and Lazy Typing aim to eliminate.

Article

The recurring cost of re verifying claims at every boundary without persistent proofs. The problem Semantic Hashing and Howard's proof cache aim to eliminate architecturally.

Article

Reusable expert collectives with friction by design: named figures, plausible settings, a moderator who refuses to skip steps, and synthesis that names what was traded away.

Repository · Documentation · Article

Multi voice AI debate protocol: real named experts, tension axes, designated challenger, and moderator led synthesis. Precursor to Agent Brain Trust.

Repository · Article

Relational Prompt Language: Markdown embedded reasoning with explicit relations, goals, and constraints. Reasoning state inspectable and continuable across strata and sessions.

Specification · Repository · Documentation

Lazy extension of RPL: memos, satisfactory quiescence, and a small stdlib ($json, $write, $index) for deferred relational evaluation.

Specification · Repository

Version controlled artefact form for technical debt: explicit schema for drift, compromises, and remediation intent (distinct from ADRs and generic TDR formats).

Article

Complete strategy, tactics, and operations hierarchy isolating each category of conditional logic to a specific architectural boundary. Emerged from finishing what the Strategy Pattern leaves unfinished.

Article

Strategies compose tactics; each tactic encapsulates applicability and execution. The compositional unit the Military Pattern builds on.

Article

Data abstractions should work like good UI: making complex systems understandable and actionable without exposing unnecessary structure.

Article

Paradigm extending Atomic Design with physics inspired context awareness: frames of reference, principles, and mouldable components that adapt to local UI state.

Repository · Documentation · Article

Replace rigid workflow gating with planning oriented chains: when a user attempts an action, surface prerequisite actions for completion rather than hard blocking progress.

Semantic front end pattern: graph level visual intent and priority annotations set high in the tree, consumed by mouldable components lower down.

Repository · Article

Vue/Nuxt framework implementing Relativistic UI: frames, fields, intent queries, and variant assembly without prop drilling semantic context. Paused pending a stable RelationalFabric base and retrospective on the confidential client front end.

Repository · Documentation