Anti-Gravity is an autonomous market intelligence platform built during the 2026 Bengaluru AI Hackathon. It treats the Bengaluru tech ecosystem as a complex physical system, using real-time firmographics to detect Structural Fractures and Institutional Memory Leakage before they manifest in public markets.Built with Node.js, Google Antigravity, and the full Crustdata API Suite.
Most firmographics are static "history books." Anti-Gravity is a real-time Telemetry System.We apply Chaos Engineering principles (inspired by Netflix's Chaos Monkey) to human capital. By analyzing the "Gravity" of elite talent clusters, we can predict when a company's technical moat is about to enter Freefall (Entropy).
Engine: Node.js (TypeScript) - Event-driven, non-blocking I/O for high-throughput market telemetry. \n Orchestration: Google Antigravity (Multi-agent workflow).Intelligence: Gemini 1.5 Pro (Surgical Diligence Briefing). Visuals: Streamlit / Pydeck (3D Geospatial Mapping of Bengaluru Tech Hubs). Data: * Crustdata Watcher API: Live talent exodus detection. * Crustdata People API: Knowledge Hub identification & Pedigree mapping. * Crustdata Technographics API: Infrastructure health vs. Talent flux. * Crustdata Company API: Funding runway & growth velocity.
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The Stability Index (
$S$ )A real-time reliability score for companies. $$S = \frac{(Cloud\ Spend \times Avg\ Tenure)}{Senior\ Attrition\ Rate}$$If a company’s Cloud spend is high but their "Knowledge Hubs" (ex-Google/Stripe engineers) are leaving, the engine flags a Systemic Failure Warning. -
The Chaos Monkey Simulator 🐒A "what-if" sandbox for VCs and CEOs.
Input: Poach a specific "Load-Bearing" engineer.Simulation: The engine recursively maps "Direct Reports" and "Technical Dependents" to predict the Cascading Departure Probability.Output: A 90-day forecast of technical debt and roadmap collapse.3. "Institutional Memory" Spore MapA 3D visualization of Bengaluru (HSR, Indiranagar, Bellandur) showing the literal movement of "Technical DNA" as engineers migrate between unicorns.
🏃♂️ Quick StartBash
npm install
cp .env.example .env
npm run start:telemetry
📊 Market Impact (YC RFS Alignment)
This project addresses the YC Request for Startups (RFS) regarding AI for Diligence. Diligence as a Service: Automating the "Structural Audit" of acquisition targets. Defense-Grade Strategy: Identifying "Zombie" companies and "Rising Underdogs" 6 months before the market.
👨💻 Author Vignesh | Principal Engineer @ Eli Lilly | Lead @ The AI Collective (Bengaluru)"
Treating the tech market as a high-reliability system, one event at a time.