Atrion RFC Documentation

Conditioned Deterministic Orchestration — Request for Comments

RFC Index

RFC	Title	Status	Description
RFC-0001	Core Mathematical Model	Implemented	State space, impedance law, flow decision
RFC-0002	Theoretical Extensions	Implemented	SLO-driven weights, tanh, multi-rate sampling
RFC-0003	Stability Analysis	Implemented	Lyapunov, failure modes, validation framework
RFC-0004	Implementation Guidelines	Implemented	Mental models, invariants, contracts
RFC-0005	Research Roadmap	Draft	Open questions, bibliography
RFC-0006	Visual Metaphors	Implemented	Mermaid diagrams, hydraulic analogy
RFC-0007	Adaptive Thresholds	Implemented	Z-Score AutoTuner, μ+kσ dynamic thresholds
RFC-0008	Pluggable State Architecture	Implemented	StateProvider, InMemory, Redis
RFC-0009	Performance Layer	Implemented	Rust/WASM physics core, 586M ops/s
RFC-0010	Workload Profiles	Draft	Long-running tasks, Lease API, AI Swarm

Pressure Vector: $$\vec{P}(t) = [p_{\text{lat}}, p_{\text{err}}, p_{\text{sat}}]^T$$

Momentum: $$\vec{M}(t) = \frac{\vec{P}(t) - \vec{P}(t-1)}{\Delta t}$$

Scar Tissue: $$S(t) = S(t-1) \cdot e^{-\lambda \Delta t} + \sigma \cdot \mathbb{I}(|\vec{P}| > P_{\text{crit}})$$

Impedance Law: $$R(t) = R_{\text{base}} + (\vec{P}^T \mathbf{W}) + \mu|\vec{M}| + S(t)$$

Flow Condition: $$\text{Flow} = \begin{cases} 1 & V > R \ 0 & V \leq R \end{cases}$$

Status	Meaning
Draft	Under development
Review	Ready for feedback
Accepted	Approved for implementation
Implemented	Code complete
Deprecated	Superseded by newer RFC

Date	Change
2026-01-22	Added RFC-0007-0010, updated statuses
2026-01-09	Initial RFC set created (0001-0006)