BioFlywheel API

🧬 BioFlywheel Portfolio Immunology API

Analyze your portfolio using the same cancer biology framework from my articles—now automated via API

Live Endpoint:
https://bioflwheel-api-318452785751.us-central1.run.app

What It Does

Send your portfolio holdings to an API endpoint. Get back:

  • Portfolio Immune Health Score (0-100) — How resistant is your portfolio to market shocks?
  • Threat Detection — Concentration risk, correlation clustering, liquidity crises
  • Metabolic Stability Scores — Which assets are stable vs volatile
  • Rebalancing Protocol — Specific actions to prevent “metastatic cascade”

📊 Live Example Response

{
  "portfolio_immune_health": 77,
  "risk_classification": "MODERATE_SURVEILLANCE",
  "threats_detected": [
    {
      "type": "CONCENTRATION_RISK",
      "asset": "AAPL",
      "severity": "HIGH",
      "message": "AAPL is 35% of portfolio - metastatic cascade risk"
    },
    {
      "type": "CORRELATION_CLUSTER",
      "asset": "GOOGL",
      "severity": "MEDIUM",
      "message": "Correlation: 0.87 - lacks antigenic diversity"
    }
  ],
  "rebalancing_protocol": [
    {
      "action": "REDUCE",
      "asset": "AAPL",
      "target_allocation": 0.15,
      "rationale": "Metastatic prevention - reduce dominant clone"
    }
  ],
  "asset_stability_scores": [
    {
      "symbol": "AAPL",
      "allocation": 0.35,
      "metabolic_stability": 0.835,
      "current_price": 255.78,
      "volatility": "0.2747"
    }
  ]
}

The Methodology

The BioFlywheel framework maps three cancer biology principles to portfolio construction:

1. Metabolic Stability

Low volatility + high liquidity = survivable assets

2. Immune Surveillance

Detect threats before they metastasize (concentration, correlation)

3. Controlled Apoptosis

Exit positions cleanly when needed

This isn’t financial advice. It’s a systems thinking tool for analyzing portfolio structure.

🎯 Founding Member Pricing

$29/month

$47/month · Save $18/month forever

Only 20 founding member slots available

You Get:

✓ 50 portfolio analyses per month
✓ Real-time market data integration
✓ Email support (direct access to me)
✓ Locked-in pricing forever
✓ Early access to new features
Get Founding Member Access →

Cancel anytime · No contracts · No hidden fees

Who This Is For

✓ Developers

Building portfolio analysis tools

✓ Quantitative Investors

Who code and want to automate analysis

✓ Systems Thinkers

Who want to automate BioFlywheel methodology

Who This Isn’t For:
  • People looking for stock picks or investment advice
  • Anyone expecting guaranteed returns
  • Traders looking for signals (this is portfolio structure analysis, not timing)

Quick Start

Example Request:

curl -X POST https://bioflwheel-api-318452785751.us-central1.run.app/api/v1/analyze \
  -H "Content-Type: application/json" \
  -H "x-api-key: your_key_here" \
  -d '{
    "portfolio": [
      {"symbol": "AAPL", "allocation": 0.30},
      {"symbol": "BTC-USD", "allocation": 0.10},
      {"symbol": "VTI", "allocation": 0.60}
    ]
  }'

Full documentation sent after signup. Python and JavaScript examples included.

Frequently Asked Questions

Is this the same methodology from your book?

Yes. The book explains the theory; the API automates the application. Both use the same cancer biology → portfolio construction framework.

Do you manage my money?

No. You send portfolio data, I return analysis. You decide what to do with it. This is a systems thinking tool, not investment advice.

What if I don’t code?

I’ll provide simple Python scripts you can run locally. Or just use curl commands from your terminal. If you can copy/paste, you can use this.

Can I cancel anytime?

Yes. No contracts, cancel whenever. Your founding member price stays locked in if you ever want to come back.

Why only 20 founding members?

I want to support early users directly and iterate based on your feedback. At 20, I can answer emails personally and improve the product rapidly.

Ready to Start?

Join the founding members building portfolio analysis tools with cancer biology principles

Get API Access – $29/month →

Questions? Email zsinkala@gmail.com