Genesis Operations

Sage.ai Genesis Operations

Document Version: 1.0 Last Updated: 2025년 12월 19일 Author: Sam Target Audience: Operations Team, Management

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1. Genesis Phase Overview

1.1 Timeline

interface GenesisTimeline {
  dDay: 'MVP Public Launch Day';
  phase: 'M3 Week 12';
  duration: string;
}

D-Day: MVP Public Launch Day (M3 Week 12)

1.2 Objectives

interface GenesisObjectives {
  uptime: {
    target: string;
    metric: 'Service availability';
  };
  onboarding: {
    target: number;
    metric: 'First 100 users';
  };
  viralMoment: {
    target: string;
    platform: 'Product Hunt';
  };
  community: {
    target: string;
    platform: 'Discord';
  };
}

1. Zero-Downtime Launch - 99%+ uptime
2. First 100 Users - Successful onboarding
3. Viral Moment - Product Hunt top 5
4. Community Activation - Discord 200+ members

---

2. Pre-Launch (D-7 to D-1)

2.1 Launch Timeline

gantt
    title Genesis Launch Timeline
    dateFormat YYYY-MM-DD
    section Pre-Launch
    Final Checks: a1, 2026-03-19, 1d
    Waitlist Activation: a2, 2026-03-21, 1d
    Team Preparation: a3, 2026-03-23, 1d
    Final Readiness: a4, 2026-03-25, 1d
    section Launch Day
    System Check: b1, 2026-03-26, 1d
    Product Hunt: b2, 2026-03-26, 1d
    Twitter Campaign: b3, 2026-03-26, 1d
    Community Activation: b4, 2026-03-26, 1d

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2.2 D-7: Final Checks

interface PreLaunchChecks {
  technical: {
    production: boolean;
    database: boolean;
    monitoring: boolean;
    security: boolean;
  };
  content: {
    discord: boolean;
    twitter: boolean;
    productHunt: boolean;
    blog: boolean;
  };
}

2.2.1 Technical Checklist

Infrastructure:

• Production deployment complete (ECS Fargate)
• Database migration tested
• Sentry alerts tested
• CloudWatch dashboard verified
• SSL certificate validity confirmed
• DNS configuration verified

2.2.2 Content Checklist

Marketing Materials:

• Discord channels finalized
• Twitter launch tweets scheduled (Buffer/Hootsuite)
• Product Hunt page draft written
• Blog posts final review

2.3 D-5: Waitlist Activation

interface WaitlistActivation {
  emailCampaign: {
    recipients: number;
    content: string;
  };
  earlyAccess: {
    inviteCodes: boolean;
    discordInvite: boolean;
  };
}

Tasks:

• Send waitlist emails (100 recipients)
• Generate early access invite codes
• Share Discord invite links

2.4 D-3: Team Preparation

interface TeamReadiness {
  onCall: {
    coverage: '24/7';
    channels: string[];
  };
  emergency: {
    runbook: boolean;
    communicationTest: boolean;
  };
}

Preparation:

• 24-hour on-call system established
• Emergency Runbook reviewed
• Communication channels tested (Slack/Discord)

2.5 D-1: Final Readiness

interface FinalReadiness {
  qa: boolean;
  betaFeedback: boolean;
  pressKit: boolean;
  socialMedia: boolean;
}

Final Steps:

• Final QA testing
• Beta tester feedback implemented
• Press Kit prepared (logo, screenshots, copy)
• Launch tweets final review

---

3. Launch Day (D-Day)

3.1 Launch Flow

flowchart TD
    A[00:00 System Check] --> B[09:00 Product Hunt Launch]
    B --> C[10:00 Twitter Thread]
    C --> D[11:00 Discord Activation]
    D --> E[12:00 Reddit Post]
    E --> F[Ongoing Monitoring]

    style A fill:#e1f5ff
    style B fill:#fff4e1
    style C fill:#ffe1e1
    style F fill:#e1ffe1

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3.2 00:00 - System Health Check

interface SystemHealth {
  apiHealth: string;
  database: string;
  cache: string;
  monitoring: string;
}

# Health Check
curl https://api.sage.ai/health

# Database Connection
psql $DATABASE_URL -c "SELECT 1"

# Valkey Connection (Redis-compatible)
valkey-cli -u $VALKEY_URL ping

# CloudWatch Metrics
aws cloudwatch get-metric-statistics --namespace AWS/ECS ...

3.3 09:00 - Product Hunt Launch

interface ProductHuntLaunch {
  post: {
    title: string;
    tagline: string;
    description: string;
    screenshots: string[];
  };
  engagement: {
    upvoteSchedule: string[];
    commentResponse: boolean;
  };
}

Post Template:

Title: Sage.ai - Your 24/7 AI Investment Mentor

Tagline: Warren Buffett's wisdom + Claude AI + Real-time market data

Description:
Meet Wallet Buffett (월렛 버핏) - an AI investment mentor that:
[Checkmark] Gives you data-driven insights (zero hallucination)
[Checkmark] Tracks AI recommendations with Shadow Portfolios
[Checkmark] Alerts you when markets move

Built for crypto investors who want more than just price alerts.

Tech Stack: Nest.js + Claude Sonnet 4 + React

Try it free: https://app.sage.ai

[Screenshot 1: Chat with Wallet Buffett]
[Screenshot 2: Shadow Portfolio]
[Screenshot 3: Market Alert]

Engagement Plan:

• 09:00: Post launch
• 09:30: Team upvote (5 people)
• 10:00: Beta tester upvote request
• 12:00: Active comment responses
• 15:00: Mid-rank check, Twitter share
• 18:00: Final rank verification

3.4 10:00 - Twitter Launch Thread

interface TwitterThread {
  tweets: {
    number: number;
    content: string[];
  };
  hashtags: string[];
  engagement: {
    replyRate: string;
    retweetGoal: number;
  };
}

Thread Content (7 tweets):

[Rocket] Introducing Sage.ai

Your 24/7 AI investment mentor for crypto

Imagine having Warren Buffett as your personal advisor.
Now imagine he never sleeps, knows real-time market data,
and NEVER hallucinates.

That's Wallet Buffett (월렛 버핏)

[Thread] 1/7

---

[Robot] Powered by Claude Sonnet 4

We built an agent pipeline that:
- Fetches real-time data (Binance/Gate.io WebSocket, Fear & Greed)
- Cross-validates every number
- Gives you insights, not just information

Zero hallucination rate in 2-week beta test.

2/7

---

[Chart] Shadow Portfolios

"Can AI really make money?"

Track it yourself with Shadow Portfolios.
- Click "Add to Portfolio" on AI recommendations
- See real-time performance
- Compare vs benchmark (BTC)

Transparent. Verifiable. Trustworthy.

3/7

---

[Bell] Proactive Analysis

Markets move fast. We've got you covered.

15-min auto analysis detects:
- ±5% BTC moves
- ±7% ETH moves
- Fear & Greed shifts

Get notified via:
- Push (PWA)
- Discord

Never miss a moment.

4/7

---

[Free] Free to start

- 6 coins (BTC, ETH, SOL, BNB, DOGE, XRP)
- Unlimited chats
- 1 Shadow Portfolio

Pro ($19.99/mo):
- 3 Shadow Portfolios
- Priority alerts

Premium ($49.99/mo):
- All features + API access

5/7

---

[Lab] Built by a team of 5

- AI-native development (Claude Code)
- 3 months from idea to launch
- Tech stack: Nest.js + React + Claude 4

We're shipping fast and iterating based on your feedback.

6/7

---

Try Sage.ai today [Down Arrow]

https://app.sage.ai

Join our Discord:
https://discord.gg/sage-ai

Questions? I'm here! [Raised Hand]

7/7

#SageAI #CryptoInvesting #AI

3.5 11:00 - Discord Activation

interface DiscordActivation {
  announcement: {
    channel: '#announcements';
    content: string;
  };
  engagement: {
    channel: '#general-chat';
    feedbackRequest: boolean;
  };
}

Announcements Channel:

@everyone

[Party] We're LIVE! [Party]

Sage.ai is now publicly available!

Join us in building the future of AI-powered investing.

[Link] https://app.sage.ai

Let's go! [Rocket]

General Chat:

Hey everyone! [Wave]

We'd love to hear your first impressions.

What do you think about Wallet Buffett's advice?
Any features you'd like to see?

Drop your thoughts in #feedback!

3.6 12:00 - Reddit Post

interface RedditPost {
  subreddit: 'r/cryptocurrency';
  title: string;
  body: string;
  engagement: {
    commentResponse: boolean;
    updateFrequency: string;
  };
}

Post to r/cryptocurrency:

Title: [Product Launch] Built an AI investment mentor with zero hallucination

Body:
Hey r/cryptocurrency,

After 3 months of development, we're launching Sage.ai today.

**What it is:**
An AI mentor (Wallet Buffett) that gives you investment insights
based on real-time market data + Warren Buffett's philosophy.

**Key features:**
- Zero hallucination (agent pipeline validation)
- Shadow Portfolios (track AI recommendations)
- Proactive alerts (15-min market analysis)

**Tech:**
- Nest.js backend
- Claude Sonnet 4 + Haiku 4
- React frontend

**Try it:** https://app.sage.ai (free to start)

Feedback welcome! We're here to answer questions.

---

4. First 24 Hours Monitoring

4.1 Metrics Dashboard

interface MetricsDashboard {
  signups: {
    target: number;
    actual?: number;
  };
  discord: {
    target: number;
    actual?: number;
  };
  productHunt: {
    target: number;
    actual?: number;
  };
  twitter: {
    target: number;
    actual?: number;
  };
  downtime: {
    target: number;
    actual?: number;
  };
}

graph TD
    A[Signups 100+] --> E{Success?}
    B[Discord 200+] --> E
    C[PH 200+ upvotes] --> E
    D[Twitter 10K+ impressions] --> E
    E -->|Yes| F[Phase 1 Complete]
    E -->|No| G[Adjust Strategy]

    style F fill:#90EE90
    style G fill:#FFB6C1

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Metric	Target	Actual	Status
Signups	100+	-	-
Discord Members	200+	-	-
Product Hunt Upvotes	200+	-	-
Twitter Impressions	10,000+	-	-
Downtime	0	-	-

4.2 Real-Time Monitoring

interface MonitoringSchedule {
  frequency: '15 minutes';
  checks: string[];
}

Every 15 minutes:

• Check Sentry errors
• Check ECS task health
• Check RDS connections
• Check Valkey memory
• Check API response times

4.3 On-Call Rotation

interface OnCallRotation {
  shifts: {
    morning: { engineer: string; backup: string };
    day: { engineer: string; backup: string };
    evening: { engineer: string; backup: string };
  };
}

Time	On-Call Engineer	Backup
00:00-08:00	DevOps Lead	CTO
08:00-16:00	Backend Lead	CEO
16:00-24:00	Frontend Lead	CTO

---

5. User Onboarding

5.1 First-Time User Experience (FTUE)

flowchart LR
    A[Google OAuth] -->|5 seconds| B[Welcome Message]
    B -->|Auto-triggered| C[Guided Questions]
    C -->|User choice| D[Start Chatting]

    style A fill:#e1f5ff
    style B fill:#fff4e1
    style D fill:#e1ffe1

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interface FTUE {
  step1: {
    method: 'Google OAuth';
    duration: string;
    immediateAccess: boolean;
  };
  step2: {
    welcomeMessage: string;
    automated: boolean;
  };
  step3: {
    guidedQuestions: string[];
    optional: boolean;
  };
}

Step 1: Google OAuth (5 seconds)

• One-click login
• Immediate chat access

Step 2: Welcome Message (Automated)

[Wave] 안녕하세요! 월렛 버핏입니다.

자네, 암호화폐 투자에 관심이 있군요.

저는 워렌 버핏의 투자 철학을 바탕으로
암호화폐 시장을 분석하는 AI 멘토입니다.

무엇이 궁금한가요?

Step 3: Guided Questions (Optional)

[Light Bulb] 이런 질문을 해보세요:

- "비트코인 지금 어때?"
- "이더리움 살까?"
- "포트폴리오 점검해줘"

5.2 Activation Emails

interface ActivationEmails {
  day0: {
    trigger: 'Immediate';
    subject: string;
    content: string;
  };
  day3: {
    trigger: 'If inactive';
    subject: string;
    content: string;
  };
}

Day 0 (Immediate):

Subject: Welcome to Sage.ai!

Hi [Name],

Welcome to Sage.ai! [Party]

You're now part of a community of smart investors who use AI
to make better decisions.

Here's how to get started:
1. Ask Wallet Buffett about any of the 6 coins we support
2. Try the "Add to Portfolio" feature on AI recommendations
3. Enable notifications to never miss market moves

Questions? Reply to this email or join our Discord.

- The Sage.ai Team

Day 3 (If inactive):

Subject: Try this: Ask Wallet Buffett about Bitcoin

Hi [Name],

We noticed you haven't had a chance to chat with Wallet Buffett yet.

Here's a quick starter:

"What do you think about Bitcoin right now?"

Click here to try: [Link to chat with pre-filled message]

- The Sage.ai Team

---

6. Crisis Response

6.1 Incident Scenarios

interface IncidentScenarios {
  serverOverload: {
    symptoms: string[];
    actions: string[];
  };
  aiHallucination: {
    symptoms: string[];
    actions: string[];
  };
  databaseIssue: {
    symptoms: string[];
    actions: string[];
  };
}

6.2 Scenario 1: Server Overload

flowchart TD
    A[High Traffic Detected] --> B{CPU > 90%?}
    B -->|Yes| C[Trigger Auto-scaling]
    C --> D[Enable CloudFront Cache]
    D --> E[Discord Announcement]
    E --> F[Monitor Recovery]

    style C fill:#FFB6C1
    style F fill:#90EE90

Loading

Symptoms:

• API response time > 5s
• ECS tasks CPU > 90%

Actions:

1. Trigger auto-scaling (increase to 10 tasks)
2. Enable CloudFront aggressive caching
3. Discord announcement: "We're experiencing high traffic. Scaling up..."

6.3 Scenario 2: AI Hallucination Detected

Symptoms:

• User reports wrong price data
• Risk Agent flags mismatch

Actions:

1. Immediately disable affected message
2. Send apology DM to user
3. Fix prompt/validation
4. Re-deploy within 1 hour

6.4 Scenario 3: Database Connection Pool Exhausted

Symptoms:

• "Too many connections" errors
• Cannot create new chats

Actions:

1. Increase RDS max_connections (temporary fix)
2. Identify connection leaks in code
3. Deploy fix
4. Scale RDS instance if needed

---

7. First Week Goals

7.1 Weekly Targets

interface WeeklyTargets {
  day: number;
  signups: number;
  discordMembers: number;
  productHuntRank?: number;
}

gantt
    title First Week Targets
    dateFormat YYYY-MM-DD
    section Signups
    Day 0 (100): a1, 2026-03-26, 1d
    Day 1 (150): a2, 2026-03-27, 1d
    Day 2 (200): a3, 2026-03-28, 1d
    Day 3 (250): a4, 2026-03-29, 1d
    Day 7 (500): a5, 2026-04-02, 1d

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Day	Signups	Discord Members	Product Hunt Rank
D+0	100	200	Top 5
D+1	150	300	Top 10
D+2	200	350	-
D+3	250	400	-
D+7	500	500	-

7.2 Daily Standup

interface DailyStandup {
  time: '09:00';
  agenda: string[];
}

Time: Every day 09:00

Agenda:

• Yesterday's key metrics review
• User feedback summary
• Critical bugs status
• Today's priorities

---

8. Post-Launch (D+7 to D+30)

8.1 Timeline Overview

gantt
    title Post-Launch Timeline
    dateFormat YYYY-MM-DD
    section Week 2
    Feedback Integration: a1, 2026-04-02, 7d
    section Week 3-4
    Optimization: a2, 2026-04-09, 14d
    section Month 1
    Review: a3, 2026-04-23, 7d

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8.2 Week 2: Feedback Integration

interface FeedbackIntegration {
  classification: ['Feature', 'Bug', 'UX'];
  prioritization: {
    top3: string[];
    roadmap: boolean;
  };
  communication: {
    weeklyUpdate: boolean;
  };
}

Tasks:

• Classify user feedback (Feature / Bug / UX)
• Prioritize top 3 requests for roadmap
• Publish weekly update blog post

8.3 Week 3-4: Optimization

interface Optimization {
  performance: {
    responseTime: string;
    target: string;
  };
  quality: {
    hallucinationRate: string;
    target: string;
  };
  conversion: {
    funnelAnalysis: boolean;
  };
}

Tasks:

• Performance tuning (target: response time < 2 seconds)
• Re-measure hallucination rate (target: < 1%)
• Conversion funnel analysis

8.4 Month 1 Review

interface MonthlyReview {
  metrics: {
    MAU: { achieved: boolean; target: number };
    NPS: { achieved: boolean; target: number };
  };
  analysis: {
    productMarketFit: boolean;
  };
  planning: {
    phase2: boolean;
  };
}

Tasks:

• Verify MAU 2,000+ achievement
• Verify NPS 40+ achievement
• Analyze Product-Market Fit signals
• Plan Phase 2 roadmap

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Document End

"Between the zeros and ones"