⚙️ AIQUATUMEDGE — System Intelligence
Full-stack audit · secrets inventory · deployment guide · cost breakdown · https://aiquatumedge.com
API Status
● DOWN
v16.0.0
Mode
📄 PAPER
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Agents Active
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Dashboard
● LIVE
Next.js 15 + Turbopack
🏗️ AIQUATUMEDGE Technology Stack
| Layer | Technology | Role | Cost | Free |
|---|---|---|---|---|
| Compute | Modal Labs | Always-on Python runtime (min_containers=1) | ~$20-50/mo at scale | ~$30 credits/mo |
| Database | Neon PostgreSQL | 12-table schema + pgvector | Free tier: 0.5GB | ✓ Free |
| Cache | Upstash Redis | Market data TTL cache | Free tier: 10k req/day | ✓ Free |
| LLM Primary | Gemini 2.5 Flash | Fast primary inference (1500/day free) | Free generous tier | ✓ Free |
| LLM Pro | Gemini 2.5 Pro | Complex reasoning | $3.50/1M tokens | — |
| LLM Consensus | Claude 3.5 Haiku | Quality validation fallback | $0.80/1M tokens | — |
| LLM Fallback | Groq LLaMA 3.3 | Ultra-fast free inference | Free tier available | ✓ Free tier |
| Dashboard | Vercel + Next.js 15 | 60+ screen trading UI | Free hobby tier | ✓ Free |
| GPU Training | Modal A100 | Weekly model retraining | $3.50/hr (pay-per-sec) | — |
| Alerts | Telegram Bot | Owner notifications | Free | ✓ Free |
| Broker | Zerodha Kite | NSE live trading | ₹20 flat/order | Paper mode free |