SECS Sovereign
Deterministic observation substrate for high risk systems. Constitutional. Identity-free. Replayable.
A deterministic observation substrate that enforces governed execution, identity-free operation, and constitutional governance across all runtime state transitions. Designed for high-risk systems: medical, aviation, robotics, defence.
SECS Sovereign is not a framework. It is a self-governing execution environment where observation, mutation, simulation, and enforcement follow formal constitutional doctrine. Seeds receive and dispatch messages through governed adjacency paths. Every mutation is validated against a constitutional hierarchy of principles, algebra, axioms, and surface envelopes. Nothing bypasses the substrate.
Core Principles
Deterministic
No Math.random, no bare Date.now, no non-seeded PRNG.
Given the same inputs, the system always produces the same outputs.
Identity-Free
Zero PII. No user IDs, sessions, cookies, IP addresses, or fingerprints ever enter the substrate. The 13-field canonical identity set is always forbidden.
Constitutional Governance
Every code change passes through a Mutation Engine → Development Orchestrator → Simulation → Execution Gate pipeline. No shortcut exists.
Physics, Not Content
The Perimeter Engine enforces rate, volume, and burst constraints based on observable measurables — latency, count, size — never content or intent.
Architecture
Core bootstrap kernel. Loads doctrine, validates, activates seeds, dispatches messages. Atom does not compute, route, orchestrate, or interpret. Atom governs movement, state, and boundaries.
Metrics API, burn orchestrator, adaptor management, dashboard. The primary application layer.
Two completely independent dashboards sharing only layout geometry. Zero cross-contamination between deterministic and elastic lanes.
Rate limiter, spike detector, circuit breaker, load shedder. Physics-only enforcement at the boundary.
Detects AI-generated drift patterns: identity leaks, non-determinism, governance hollowing, test quality degradation.
Constitutional Hierarchy
64 constitutional declarations across 10 philosopher translations. Messages are sovereign citizens — immutable, uninspected, dispatched immediately.
Technical Specification
Implementation
| Language | Go (kernel) + TypeScript (runtime) |
| Go dispatch | 7.05 ns/op, zero allocations |
| Test suites | 133 suites · 1,695 tests · 0 failures |
| Constitutional declarations | 64 across 10 philosopher translations |
| Guardrail rules | 100 — AI drift, identity leaks, governance hollowing |
| Deployment | Single-container monolith (Docker / Fly.io / bare metal) |
Execution Pipeline
Spark in → Accept → Route → React → Extinguish → Emit → Governance proof out
- Proof tokens — cryptographic evidence of what happened
- HMAC-SHA256 governance signatures — tamper-evident audit trail
- Deterministic replay — SubstrateClock + seeded PRNG, no wall-clock
- Identity-free processing — 14 forbidden fields enforced at the gate
Observed Performance
| Stable stream | 4.0 RPS governed target, maintained over 60-minute burns |
| Volatile stream | ~1,031 RPS sustained (physics-limited, no throttling) |
| 60-min burn | 46,682 requests · 99.95% success · zero drift |
| 24hr burn | Zero errors · stable ~380 ms latency under mixed load |
| Mode separation | Zero cross-contamination between STABLE / VOLATILE lanes |
Neurotrophic Adaptation (v1.5)
- Hebbian + STDP learning — temporal correlation rules bounded by immutable envelopes
- Homeostatic control — thermodynamic sensing → set-point correction
- Structural plasticity — governed topology growth, pruning, and reinforcement
- Cross-domain bridging — bidirectional event bridge between adaptation and colony
- ~12,850 adaptation cycles — 36/36 targeted tests, zero violations
Version History
| v1.0 | Substrate launch — deterministic core, identity-free, constitutional governance |
| v1.2 | Constitutional deployment — Fly.io, JRASS→SECS cleanup, 41+ files |
| v1.3 | Doctrinal burn — 60-min cycle, 34/34 outcomes proved, canonical naming |
| v1.4 | Neurotrophic surface — homeostasis, structural plasticity, trophic bridge |
| v1.5 | Temporal learning — Hebbian/STDP rules, 133 suites, 1,695 tests |
Dual-Lane Cockpit
- Side-by-side STABLE + VOLATILE dashboards, zero cross-contamination
- 6 KPI surfaces per lane: Rate, Timing, Reliability, Load, Governance, Health
- 30-minute history sparklines (RPS, Latency, Errors, Bytes)
- Governance gauge with throttle-rate colour coding
- Auto-refreshing every 5 s with independent fetch cycles
Vertical Adaptors
Ten industry demos. Same substrate. Zero code changes to the core.
Each licensee configures their own constraint surface — you can tighten, never loosen.
Healthcare
HIPAA · FDA 21 CFR Part 11
Imaging scan flagged for follow-up. Regulator asks: can you prove no patient-identifiable data influenced the governance decision?
Fintech
MiFID II · SOX
AI agent recommends a trade. Regulator asks: would it make the same decision again given the same input?
Defence
NATO STANAG 4586 · MIL-STD-882E
Autonomous system makes a targeting recommendation. Review board asks: can you prove the decision chain was untampered?
Energy
NERC CIP · IEC 62443
AI manages grid load balancing. Auditor asks: can you prove the decision chain was not compromised?
Automotive
ISO 26262 · SOTIF (ISO 21448)
Sensor fusion informs a driving decision. Regulator asks: can you prove the decision was free of identity-based bias?
Cybersecurity
NIST CSF 2.0 · SOC 2 Type II
SOC correlates telemetry and escalates. Auditor asks: can you prove the alert pipeline was not tampered with?
EdTech
FERPA · COPPA · EU GDPR Art. 22
Adaptive learning recommends content. Parent asks: can you prove no student identity influenced the output?
Insurance
Solvency II · IDD
Underwriting engine prices a policy. Regulator asks: can you prove no policyholder identity influenced the risk calculation?
Legal
EU AI Act Art. 14 · ECHR Art. 6
AI recommends a sentencing range. Judge asks: can you prove no individual identity biased the output?
Supply Chain
EU CSRD · CSDDD · Basel III
AI scores supplier risk. Auditor asks: can you prove no supplier identity biased the assessment?
Anomaly = anomalyThreshold ·
Drift = severeDriftMagnitude ·
Veto = vetoFreqThreshold ·
V1 defaults: 10 / 0.9 / 5 — lower = tighter governance