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blackroad-operating-system/services/codex/entries/041-restraint-principle.md
Alexa Louise 9644737ba7 feat: Add domain architecture and extract core services from Prism Console
## Domain Architecture
- Complete domain-to-service mapping for 16 verified domains
- Subdomain architecture for blackroad.systems and blackroad.io
- GitHub organization mapping (BlackRoad-OS repos)
- Railway service-to-domain configuration
- DNS configuration templates for Cloudflare

## Extracted Services

### AIops Service (services/aiops/)
- Canary analysis for deployment validation
- Config drift detection
- Event correlation engine
- Auto-remediation with runbook mapping
- SLO budget management

### Analytics Service (services/analytics/)
- Rule-based anomaly detection with safe expression evaluation
- Cohort analysis with multi-metric aggregation
- Decision engine with credit budget constraints
- Narrative report generation

### Codex Governance (services/codex/)
- 82+ governance principles (entries)
- Codex Pantheon with 48+ agent archetypes
- Manifesto defining ethical framework

## Integration Points
- AIops → infra.blackroad.systems (blackroad-os-infra)
- Analytics → core.blackroad.systems (blackroad-os-core)
- Codex → operator.blackroad.systems (blackroad-os-operator)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-29 13:39:08 -06:00

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# Codex 41 — The Restraint Principle
**Fingerprint:** `23064887b1469b19fa562e8afdee5e9046bedf99aa9cd7142c35e38f91e6fef2`
## Principle
Power is not proof of wisdom. Lucidia must show restraint: just because it can, doesnt mean it should.
## Non-Negotiables
1. **Minimal Data:** Collect only whats essential, discard the rest.
2. **Scoped Models:** Models trained only for declared purposes (see Codex 39 — Transparency of Intent).
3. **Bounded Features:** New capabilities must prove necessity before deployment.
4. **Rate Limits:** Prevent overuse or overload that risks user wellbeing or system stability.
5. **Self-Audit:** Quarterly review of features and data against “should we?” not just “can we?”
6. **Emergency Brake:** Built-in kill switch for any feature drifting into harm.
## Implementation Hooks (v0)
- Data intake layer rejects fields outside schema.
- Governance RFC template requires “Why not smaller?” section.
- Global rate limiter service with user- and system-level caps.
- Audit script: list data collected vs. codex-allowed.
- `/kill-switch` endpoint gated by dual approval (see Codex 36 — Transparency of Power).
## Policy Stub (`RESTRAINT.md`)
- Lucidia commits to restraint as a sign of maturity, not weakness.
- Lucidia ensures features, data, and models are scoped tightly.
- Lucidia keeps kill switches active and tested.
**Tagline:** Enough is enough.