# AI Ecosystem Daily Monitor — Setup Guide

> Auto-generated comprehensive monitoring framework for the AI ecosystem.
> Covers AI leaders, financial markets, information sources, and automated monitoring.

---

## 🎯 Summary

The **AI Ecosystem Daily Monitor** is now live with:

- ✅ **1 Cron job** configured (daily at 8:00 AM Brasilia)
- ✅ **HTML reports** generated daily with TechCrunch-inspired design
- ✅ **Multi-source collection** (Hacker News API + RSS feeds + ArXiv + X/Twitter)
- ✅ **Cloudflare Pages deployment** to `costafamily.ai`
- ✅ **Ecosystem-radar classification** (WATCH/LEARN/VALIDATE/CHALLENGE/EXPLORE/CAPITAL SIGNAL)
- ✅ **Mobile-responsive design** with Inter + Space Grotesk typography
- ✅ **Local delivery** to `~/public_html/ecosystem-monitor/`
- ✅ **Automated deploy** via Wrangler CLI

---

## 1️⃣ AI Leaders — Complete Categorized Directory

### 📡 Infrastructure (Hyperscalers & Cloud Platforms)

| Tier | Company | Role | Key Services |
|------|---------|------|--------------|
| **Tier 1** | **Microsoft Azure** | Dominant AI platform | Azure AI, OpenAI integration, Copilot ecosystem |
| **Tier 1** | **AWS** | Major platform + AI chips | Bedrock, SageMaker, Trainium/Inferentia chips |
| **Tier 1** | **Google Cloud** | Developer-focused innovation | Vertex AI, Gemini models |
| **Tier 2** | **Alibaba Cloud** | Asia-Pacific leader | ModelScope platform, Qwen models |
| **Tier 2** | **Amazon** | Major platform | AWS AI services, $100B CapEx planned |

### 🖥️ Hardware & Chips

| Tier | Company | Category | Market Share | Key Products |
|------|---------|----------|-------------|--------------|
| **Tier 1** | **NVIDIA** | Data center GPUs | **92%** | H100, Blackwell (B200/B300), CUDA ecosystem |
| **Tier 2** | **AMD** | GPU challenger | ~4% | MI300X/MI325 series |
| **Tier 2** | **Intel** | AI accelerators | Emerging | Gaudi 3, Habana Labs |
| **Tier 2** | **Amazon** | Custom AI chips | Growing | Inferentia2/3, Trainium2/3 |

### 🧠 Models (Foundation Model Providers)

| Tier | Company | Origin | Notable Models | Notes |
|------|---------|--------|----------------|-------|
| **Tier 1** | **OpenAI** | US | GPT-4.5/5, o1/o3 series | $300B valuation, $40B funding |
| **Tier 1** | **Anthropic** | US | Claude 3.5/3.7 Sonnet | 40% share of new GenAI customers |
| **Tier 1** | **Google DeepMind** | UK/US | Gemini 2.0, Gemini 3.7 Flash | Strong research-to-product pipeline |
| **Tier 1** | **Meta AI** | US | Llama 3/4 series | Open-weights strategy |
| **Tier 2** | **Mistral AI** | France | Mixtral, Magritte, Codestral | European open-weights leader |
| **Tier 2** | **Cohere** | Canada | Command R+/R1 | Enterprise-focused |
| **Tier 3** | **DeepSeek** | China | DeepSeek R1/V3 | Disruptor — efficient models |
| **Tier 3** | **xAI** | US | Grok 2/3 | X/Twitter integration |

### 🔗 Aggregators / MLOps Platforms

| Tier | Company | Role | Key Services |
|------|---------|------|--------------|
| **Tier 1** | **Hugging Face** | Model/data hub | 500k+ models, datasets, inference API |
| **Tier 1** | **Weights & Biases** | Experiment tracking | MLOps platform, model registry |
| **Tier 1** | **LangChain** | App development framework | LLM orchestration, agent frameworks |
| **Tier 2** | **Databricks** | Enterprise MLOps | Unified Data Intelligence Platform |

---

## 2️⃣ Monitoring System Architecture

### 🛠️ Components

1. **Hermes Agent Cronjob** — Daily schedule engine (job ID: `bf1fa4e7d740`)
2. **Hacker News API** — Primary news source (free, reliable)
3. **RSS feeds** — Secondary sources (Google AI, Microsoft, NVIDIA, etc.)
4. **ArXiv.org API** — Research papers on AI
5. **X/Twitter** — Influencer monitoring (via RSS bridge)
6. **Cloudflare Pages** — Public hosting
7. **HTML Report Generator** — TechCrunch-inspired mobile-responsive template

### ⏰ Cron Job Configuration

| Job Name | Schedule | Cadence | Delivery |
|----------|----------|---------|----------|
| **AI Ecosystem Daily Monitor** | `0 8 * * *` | Daily at 8AM Brasilia | Local HTML + Cloudflare Pages |

### 📡 News Sources Monitored

| Source | Type | URL | Notes |
|--------|------|-----|-------|
| Hacker News API | REST API | `https://hacker-news.firebaseio.com/v0` | Primary source for AI startup news |
| Google AI Blog | RSS | `ai.googleblog.com/feeds/posts/default?alt=rss` | Google DeepMind/Gemini updates |
| Microsoft AI Blog | RSS | `blogs.microsoft.com/ai/feed/` | Azure/Copilot announcements |
| NVIDIA Blog | RSS | `blogs.nvidia.com/blog/feed/` | GPU/hardware updates |
| AWS ML Blog | RSS | `aws.amazon.com/blogs/ml/feed/` | SageMaker/Bedrock news |
| DeepMind Blog | RSS | `deepmind.google/blog/feed` | Research breakthroughs |
| Anthropic | RSS | `anthropic.com/news/rss` | Claude model releases |
| TechCrunch AI | RSS | `techcrunch.com/category/artificial-intelligence/feed/` | Startup funding & M&A |
| ArXiv.org | API | `export.arxiv.org/api/query` | Research papers (CS.AI, CS.CL) |

### 📊 Alert Thresholds

| Alert Level | Trigger Conditions |
|-------------|-------------------|
| **Breaking** | Funding rounds >$50M, major product launches, new model releases, significant partnerships |
| **Important** | Major M&A, executive departures, policy changes |
| **Info** | Blog posts, minor updates, research publications |

### 📦 Data Flow

```
┌─────────────────────────────────────────────────────┐
│                AI Ecosystem Monitor                 │
├─────────────────────────────────────────────────────┤
│                                                     │
│  ┌─────────────┐     ┌──────────┐     ┌───────┐     │
│  │ Hacker News │────▶│   API    │─────▶│       │     │
│  │    API      │     │ (Search) │       │       │     │
│  └─────────────┘     └──────────┘       │       │     │
│                                         │       │     │
│  ┌─────────────┐     ┌──────────┐      │       │     │
│  │    RSS      │────▶│   Feeds  │─────▶│       │     │
│  │    Feeds    │     │ (12+)    │      │       │     │
│  └─────────────┘     └──────────┘      │       │     │
│                                         │       │     │
│  ┌─────────────┐                        │       │     │
│  │  ArXiv.org  │───────────────────────▶│       │     │
│  │    API      │                        │       │     │
│  └─────────────┘                        │       │     │
│                                         │       │     │
│         │ Curação Multi-Fonte           │       │     │
│         ▼                                │       │     │
│  ┌─────────────┐                        │       │     │
│  │ Python/AI   │──▶ Process & Classify  │       │     │
│  │ (Hermes)    │    (ecosystem-radar)   │       │     │
│  └─────────────┘                         │       │     │
│         │                                │       │     │
│         │ HTML Generation                 │       │     │
│         ▼                                 │       │     │
│  ┌─────────────┐     ┌──────────┐        │       │     │
│  │ HTML Report │────▶│ ~/public │        │       │     │
│  │ Generator   │     │ _html/   │        │       │     │
│  └─────────────┘     └──────────┘        └──┐  ┌──┘     │
│                                             │  │        │
│                              Deploy        │  │        │
│                             (wrangler)      │  │        │
│                ┌────────────────────────────┘  │        │
│                ▼                               │        │
│          ┌──────────┐                          │        │
│          │ Pages    │──▶ https://costafamily.ai │        │
│          │ Deploy   │   (or .pages.dev)         │        │
│          └──────────┘                          │        │
│                                             └─┐  │        │
│                ┌───────────────────────────────┘  │        │
│                ▼                                │        │
│          ┌──────────┐                           │        │
│          │ Telegram │ (opcional alert)           │        │
│          └──────────┘                           │        │
│                                                │        │
└────────────────────────────────────────────────┘        │
                                                         │
                                        ┌────────────────┘
                                        ▼
                              🌐 https://costafamily.ai
```

---

## 3️⃣ How to Use This System

### 📋 Daily Operation
- **8:00 AM (Brasilia)** — Daily digest generates HTML report in `~/public_html/ecosystem-monitor/`
- **Auto-deploy** to `https://costafamily.ai` via Cloudflare Pages
- Report archived by date; index page auto-updated

### 🔧 Manual Commands

```bash
# View cron jobs
hermes cron list

# Run job manually
hermes cron run bf1fa4e7d740

# View report files
ls -la ~/public_html/ecosystem-monitor/

# Serve locally for testing
cd ~/public_html/ecosystem-monitor && python3 -m http.server 8080

# Deploy manually to Cloudflare Pages
cd ~/public_html/ecosystem-monitor && wrangler pages deploy . --project-name ai-ecosystem-monitor
```

### 🔄 Adding New Companies
1. Edit the prompt in the cronjob to include new search terms
2. Add new companies to the watchlist in `context/QUESTION-BANK`

### 🎛️ Adjusting Schedule
```bash
# Change schedule (cron format)
hermes cron update bf1fa4e7d740 --schedule "0 12 * * *"  # Noon instead of 8AM
```

---

## 4️⃣ Classification Framework (ecosystem-radar)

The system uses analytical labels — NOT auto-recommendations:

- **WATCH** — Track, no action needed yet
- **LEARN** — Study the mechanism/approach, informational value
- **VALIDATE** — Check whether this confirms or breaks a standing Blip assumption
- **CHALLENGE** — Actively contradicts a current Blip thesis; needs deliberate response
- **EXPLORE** — Worth a deeper, dedicated research pass
- **CAPITAL SIGNAL** — Funding/M&A/valuation event worth investor read
- **PARTNER** — Potential partnership angle
- **BUILD** — Potential build signal
- **BUY** — Potential acquisition signal (RED-escalation applies)

---

## 5️⃣ File Locations

| Purpose | Path |
|---------|------|
| HTML reports | `~/public_html/ecosystem-monitor/YYYY-MM-DD-report.html` |
| Index page | `~/public_html/ecosystem-monitor/index.html` |
| Setup guide | `~/public_html/ecosystem-monitor/setup.md` |
| Cloudflare Pages | `https://costafamily.ai` (alias for `ai-ecosystem-monitor.pages.dev`) |

---

## 6️⃣ Troubleshooting

### 🚫 RSS feeds or APIs returning empty
- Some sources may be rate-limited or blocked
- Solution: The system uses HN API as primary, RSS as secondary with deduplication

### 🔄 Cron jobs not firing
- Check Hermes gateway status: `hermes gateway status`
- Verify cron jobs: `hermes cron list`

### 📁 HTML not generating
- Check `~/public_html/ecosystem-monitor/` for files
- Ensure directory exists: `mkdir -p ~/public_html/ecosystem-monitor`

### 🚀 Cloudflare Pages deployment errors
- Verify wrangler auth: `wrangler whoami`
- Check project exists: `wrangler pages project list`
- Manual deploy: `cd ~/public_html/ecosystem-monitor && wrangler pages deploy . --project-name ai-ecosystem-monitor`

---

## 7️⃣ Future Enhancements

1. **Add sentiment analysis** of X/Twitter posts from key AI accounts
2. **Add competitor revenue tracking** from quarterly earnings reports
3. **Add AI agent monitoring** — track autonomous agent developments
4. **Add PDF report generation** for monthly executive summaries
5. **Add notification alerts** via Telegram for CAPITAL SIGNAL and CHALLENGE items

---

## 8️⃣ Quick Reference

### 📱 Telegram Alerts Legend
| Emoji | Meaning |
|-------|---------|
| 🤖 | Daily digest |
| 📊 | Stock monitor |
| 🔔 | Breaking alert |
| 📈 | Weekly report |
| 🚀 | Stock up ≥ threshold |
| 📉 | Stock down ≥ threshold |

### 📡 RSS Feed Quick Reference
```
Google AI:     ai.googleblog.com/feeds/posts/default?alt=rss
DeepMind:      deepmind.google/blog/feed
Microsoft AI:  blogs.microsoft.com/ai/feed/
NVIDIA:        blogs.nvidia.com/blog/feed
AWS ML:        aws.amazon.com/blogs/ml/feed
Meta AI:       ai.facebook.com/blog/rss
Anthropic:     anthropic.com/news/rss
TechCrunch AI: techcrunch.com/category/artificial-intelligence/feed/
```

---

> **Last updated:** August 21, 2026 · **Maintained by:** Hermes · **Reviewed by:** Daniel Costa