# Phase 2: Production Deployment & AI Features
## Tractatus AI Safety Framework

**Presented by**: Claude Code (Anthropic Sonnet 4.5)
**Prepared for**: John Stroh
**Date**: 2025-10-07
**Status**: APPROVED - Ready to Begin

---

## Slide 1: Executive Summary

### Phase 2 Overview

**Goal**: Transform local prototype → production platform with AI-powered features

**Timeline**: 2-3 months (starting NOW)

**Budget**:
- Total Phase 2: **$550 USD** (~$900 NZD)
- Ongoing: **$100-150/month** (~$165-250 NZD)

**Domain**: **agenticgovernance.digital** ✅ Registered

**Status**: All approvals granted, ready to deploy

---

## Slide 2: What We Built (Phase 1 Recap)

### Phase 1 Achievements ✅

**Infrastructure**:
- MongoDB database (tractatus_dev)
- Express application (port 9000)
- 118 integration tests (100% passing)

**Features**:
- Three audience paths (Researcher, Implementer, Advocate)
- Interactive demos (27027 incident, classification, boundary)
- Document viewer with 12+ technical papers
- Admin dashboard with moderation workflows
- API reference documentation

**Quality**:
- WCAG AA accessibility
- CSP compliance (script-src 'self')
- 85.3%+ test coverage on Tractatus services
- Mobile responsive

---

## Slide 3: What We're Building (Phase 2)

### Production Platform + AI Features

**Month 1: Infrastructure** (Weeks 1-4)
- Deploy to OVHCloud VPS (agenticgovernance.digital)
- SSL/TLS, security hardening, monitoring
- Nginx reverse proxy, automated backups

**Month 2: AI-Powered Features** (Weeks 5-8)
- Blog curation system (AI-assisted, human-approved)
- Media inquiry triage (classification + auto-drafts)
- Case study portal (community submissions)

**Month 3: Polish & Soft Launch** (Weeks 9-12)
- Governance enforcement audit
- End-to-end testing
- Soft launch to 20-50 users
- Feedback collection & iteration

---

## Slide 4: The Dogfooding Principle

### Tractatus Governs Itself

**Core Principle**: *"What cannot be systematized must not be automated."*

**Implementation**:

| AI Operation | Quadrant | Human Oversight |
|--------------|----------|-----------------|
| Blog topic suggestion | STOCHASTIC | Human selects topics |
| Blog outline generation | OPERATIONAL | Human reviews structure |
| **Blog publication decision** | **STRATEGIC** | **Human approves** |
| Media inquiry classification | OPERATIONAL | Human verifies |
| **Media response sending** | **STRATEGIC** | **Human approves** |
| Case study relevance analysis | OPERATIONAL | Human reviews |
| **Case study publication** | **STRATEGIC** | **Human approves** |

**Zero Tolerance**: AI cannot make values decisions without human approval

---

## Slide 5: Governance Framework (TRA-OPS-*)

### 5 Operational Policies Created

**TRA-OPS-0001**: AI Content Generation Policy (Master)
- Mandatory human approval for all public content
- Boundary enforcement (values require humans)
- $200/month API budget cap

**TRA-OPS-0002**: Blog Editorial Guidelines
- 4 content categories, citation standards
- AI assists; humans write & approve

**TRA-OPS-0003**: Media Inquiry Response Protocol
- AI classification + priority scoring
- No auto-send; all responses human-approved

**TRA-OPS-0004**: Case Study Moderation Standards
- Community submissions, AI relevance analysis
- Quality checklist, human publication decision

**TRA-OPS-0005**: Human Oversight Requirements
- Admin reviewer role & training
- SLAs: 4h (HIGH media), 48h (blog), 7d (case studies)

---

## Slide 6: Budget Breakdown

### Where the Money Goes

**One-Time Costs** (~$100):
- Domain (already paid)
- SSL certificates (Let's Encrypt - free)
- Initial security audit tools

**Monthly Recurring** (~$100-150):
- **Hosting** (OVHCloud VPS Essential): **$30**
  - 2 vCores, 4GB RAM, 80GB SSD
  - 1,000-5,000 visitors/month capacity
- **Claude API** (Sonnet 4.5): **$50**
  - 30 blog outlines/month
  - 50 media inquiries/month
  - 20 case study analyses/month
- **Backups & Monitoring**: **$10-20**
  - Off-site backups
  - Uptime monitoring
  - Error tracking (Sentry free tier)

**Total 3-Month Phase 2**: $550 USD (~$900 NZD)

---

## Slide 7: Infrastructure Architecture

### Production Stack

```
┌─────────────────┐
│   Internet      │
└────────┬────────┘
         │
    ┌────▼────┐
    │ OVHCloud│ agenticgovernance.digital
    │   DNS   │ (No Cloudflare - sovereignty)
    └────┬────┘
         │
    ┌────▼────┐
    │  Nginx  │ SSL/TLS (Let's Encrypt)
    │ :80/443 │ Reverse Proxy + Security Headers
    └────┬────┘
         │
    ┌────▼────┐
    │ Node.js │ Tractatus Application
    │  :9000  │ Express 4.x
    └────┬────┘
         │
    ┌────▼────┐
    │ MongoDB │ tractatus_prod
    │ :27017  │ 7.x with authentication
    └─────────┘
```

**Security**: UFW firewall, Fail2ban, SSH key-only, automated updates

---

## Slide 8: AI Features in Detail

### Blog Curation System

**AI Role**: Suggest topics, generate outlines
**Human Role**: Select topics, write drafts, approve publication

**Workflow**:
1. AI scans AI safety news (weekly)
2. AI suggests 5-10 topics → Human selects 1-3
3. AI generates outline → Human reviews & edits
4. **Human writes full draft** (AI does NOT write)
5. Admin final approval → Publish

**Target**: 2-4 posts/month (8-16 total in Phase 2)

---

### Media Inquiry Triage

**AI Role**: Classify, prioritize, draft responses
**Human Role**: Verify, decide, send

**Categories**:
- **Press** (HIGH priority, 4h SLA)
- **Academic** (MEDIUM, 48h SLA)
- **Commercial** (MEDIUM, 7 days)
- **Community** (LOW, 14 days)
- **Spam** (IGNORE)

**Expected Volume**: 5-20 inquiries/month (soft launch)

---

### Case Study Portal

**AI Role**: Assess relevance, map to Tractatus framework
**Human Role**: Moderate, approve publication

**Submission Categories**:
- Hallucinations
- Boundary violations (AI making values decisions)
- Instruction overrides (27027-type)
- Context failures
- Bias/discrimination

**Target**: 3-5 community submissions/month

---

## Slide 9: Timeline & Milestones

### 12-Week Roadmap

**Weeks 1-4: Infrastructure** ✅ Ready to Execute
- Provision OVHCloud VPS (Singapore/Australia)
- Deploy application, configure SSL
- Security hardening, monitoring setup
- **Milestone**: Site live at https://agenticgovernance.digital

**Weeks 5-8: AI Features** ⏳ Awaiting Claude API key
- Integrate Claude Sonnet 4.5
- Build blog curation pipeline
- Implement media triage system
- Launch case study portal
- **Milestone**: All AI features operational

**Weeks 9-12: Polish & Launch** ⏳ Awaiting user cohort
- End-to-end testing
- Governance compliance audit
- Invite 20-50 soft launch users
- Collect feedback, iterate
- **Milestone**: Soft launch complete

---

## Slide 10: Success Criteria

### How We'll Know Phase 2 Succeeded

**Technical Success**:
- ✅ Site live with 99%+ uptime (30 days)
- ✅ Performance: <3s page load (95th percentile)
- ✅ Security: Zero critical vulnerabilities
- ✅ WCAG AA accessibility maintained

**Governance Success**:
- ✅ 100% human approval rate (no AI auto-publish)
- ✅ Zero boundary violations (values decisions)
- ✅ Audit trail complete (all AI decisions logged)

**User Success**:
- ✅ 20-50 soft launch users engaged
- ✅ 4+/5 average satisfaction rating
- ✅ 50+ readers/blog post average
- ✅ 5+ media inquiries handled

**Business Success**:
- ✅ Costs <$150/month
- ✅ Zero data breaches
- ✅ Positive user feedback

---

## Slide 11: Risks & Mitigation

### What Could Go Wrong?

| Risk | Probability | Impact | Mitigation |
|------|-------------|--------|------------|
| **Claude API costs exceed budget** | Medium | High | Rate limiting, $200 hard cap, alerts at 80% |
| **Security breach** | Low | Critical | Security audit, penetration testing, Fail2ban |
| **AI generates inappropriate content** | Medium | High | Mandatory human approval, no auto-publish |
| **Server downtime** | Medium | Medium | Monitoring, automated backups, <4h recovery |
| **Poor user adoption** | Medium | Medium | Clear onboarding, feedback loops, iteration |

**Overall Risk**: **LOW** - Strong governance, conservative approach

---

## Slide 12: Soft Launch Strategy

### Who Gets Early Access?

**Target Cohort**: 20-50 users across 3 audiences

**Researchers** (8-12 users):
- AI safety academics
- Philosophy/ethics researchers
- Computer science PhD students

**Implementers** (8-12 users):
- AI engineers at aligned companies
- Open-source AI developers
- Technical architects

**Advocates** (4-6 users):
- AI policy professionals
- Digital rights organizations
- Aligned nonprofits (EFF, Access Now)

**Invitation Method**: Personal email, curated list

**Feedback**: Structured survey + ongoing dialogue

---

## Slide 13: Phase 2 → Phase 3 Transition

### When to Proceed to Public Launch

**Exit Criteria**:
- All Phase 2 success metrics met ✅
- Soft launch feedback positive (4+/5) ✅
- Zero critical bugs ✅
- Governance audit complete ✅
- Your approval to proceed ✅

**Phase 3 Preview** (3-6 months):
- Public launch & marketing campaign
- Koha donation system (micropayments)
- Multi-language support
- Community forums
- Academic partnerships
- Bug bounty program

**Not rushing**: Phase 2 soft launch could extend if needed for quality

---

## Slide 14: World-Class UI/UX Focus

### Excellence Standards

**Design Principles**:
- **Clarity over cleverness**: Users understand immediately
- **Accessibility first**: WCAG AA minimum, AAA aspirational
- **Performance**: <3s load, optimized for 3G networks
- **Consistency**: Design system for all components
- **Respect**: No dark patterns, honest communication

**Continuous Improvement**:
- User testing (soft launch feedback)
- Analytics (privacy-respecting, Plausible)
- A/B testing (ethical, transparent)
- Regular UX audits

**Benchmark**: Best-in-class documentation sites (Stripe, Tailwind, Anthropic)

---

## Slide 15: Next Steps (Action Items)

### What Happens Now?

**Immediate** (This Week):
- [ ] Sign TRA-OPS-* governance documents (formal approval)
- [ ] Provision OVHCloud VPS Essential (Singapore preferred)
- [ ] Create Anthropic Claude API account (production key)
- [ ] Set up payment methods (OVHCloud + Anthropic)
- [ ] Generate JWT secrets, MongoDB passwords (secure)

**Week 1-2**:
- [ ] Deploy infrastructure (server setup, SSL, security)
- [ ] Configure DNS (agenticgovernance.digital → server IP)
- [ ] Deploy application code (Git-based workflow)
- [ ] Test production environment (health checks, monitoring)

**Week 3-4**:
- [ ] Integrate Claude API (test endpoints)
- [ ] Build blog curation pipeline
- [ ] Implement media triage system
- [ ] Launch case study portal

**Week 5-12**:
- [ ] Execute Phase 2 roadmap
- [ ] Weekly progress updates
- [ ] Soft launch preparation

---

## Slide 16: Your Role (John Stroh)

### What We Need From You

**Strategic Decisions**:
- Final approval on governance documents (sign-off)
- Soft launch user cohort selection (who to invite)
- Editorial direction (blog topics, tone)
- Phase 3 go/no-go decision

**Operational Tasks**:
- Blog content review & approval (2-4 posts/month)
- Media inquiry responses (HIGH priority, escalations)
- Case study moderation (assist admin if needed)
- Monthly budget review

**Time Commitment**:
- Phase 2 setup: 5-10 hours (one-time)
- Ongoing moderation: 5-10 hours/week
- Strategic reviews: 2 hours/month

**Support Available**:
- Claude Code for technical implementation
- Admin reviewer (if hired) for routine moderation
- Automated systems for monitoring, backups

---

## Slide 17: Why This Matters

### The Bigger Picture

**Problem**: AI safety approaches rely on behavioral alignment
**Limitation**: Alignment breaks down as capabilities scale

**Tractatus Approach**: Architectural constraints (structural safety)
**Advantage**: Safety guarantees independent of capability level

**This Platform**:
- **Demonstrates** the framework in production
- **Educates** researchers, implementers, advocates
- **Catalyzes** adoption (open source, replicable)
- **Influences** policy (proof of concept for regulation)

**Goal**: Make architectural AI safety the industry standard

---

## Slide 18: Questions & Discussion

### Open Issues for Discussion

**Technical**:
- OVHCloud region preference? (Singapore vs. Australia)
- Backup strategy: On-server only or off-site? (Backblaze B2)
- CDN needed? (Cloudflare basic or skip entirely)

**Content**:
- Initial blog topics? (27027 incident, framework intro, etc.)
- Soft launch invitation timing? (End of Month 2 or Month 3?)
- Media outreach? (Proactive or reactive only?)

**Governance**:
- Admin reviewer hiring? (Phase 2 or Phase 3?)
- Editorial board formation? (Phase 3 or later?)
- External audit? (Annual or Phase 3 milestone?)

**Anything else?**

---

## Slide 19: Summary & Approval

### Phase 2 Ready to Launch

**Approved** ✅:
- Budget: $550 (Phase 2), $100-150/month (ongoing)
- Timeline: 2-3 months, starting NOW
- Governance: 5 TRA-OPS-* policies
- Infrastructure: OVHCloud VPS Essential
- AI Strategy: Blog, media, case studies with human oversight

**Deliverables**:
- Production site at agenticgovernance.digital
- Blog curation system (2-4 posts/month)
- Media inquiry triage (5-20 inquiries/month)
- Case study portal (3-5 submissions/month)
- Soft launch to 20-50 users

**Next Action**: Begin Week 1 infrastructure deployment

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## Slide 20: Appendix - Resources

### Key Documents

**Planning**:
- PHASE-2-ROADMAP.md (comprehensive 3-month plan)
- PHASE-2-COST-ESTIMATES.md (budget breakdown)
- PHASE-2-INFRASTRUCTURE-PLAN.md (technical specs, deployment)

**Governance**:
- TRA-OPS-0001: AI Content Generation Policy
- TRA-OPS-0002: Blog Editorial Guidelines
- TRA-OPS-0003: Media Inquiry Response Protocol
- TRA-OPS-0004: Case Study Moderation Standards
- TRA-OPS-0005: Human Oversight Requirements

**Technical**:
- API Reference: /docs/api-reference.html
- Tractatus Framework Spec: /docs/technical-proposal.md

**Location**: `/home/theflow/projects/tractatus/docs/` and `governance/`

---

## Thank You

**Questions?**

**Ready to deploy?** → Let's build world-class AI safety infrastructure.

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**Presentation prepared by**: Claude Code (Anthropic Sonnet 4.5)
**Date**: 2025-10-07
**Status**: APPROVED - Phase 2 begins NOW
**Domain**: agenticgovernance.digital ✅
