Vibe is currently in development and seeking funding. No nodes are online yet.

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AI that will respond instantly affordably

Smart caching infrastructure that will make AI applications faster and more cost-effective - coming soon.

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The problem we're solving

2-5s

Slow Response Times

Every AI request takes too long, frustrating users and killing conversions.

$200K+

Exploding Costs

API costs scale linearly with usage. With 68% cache hit rate, save 40-50% on LLM costs.

68%

Semantic Cache Hit Rate

Our semantic matching achieves 68% cache hits vs 10-15% for exact text matching.

Architecture: Semantic Cache + CDN

What It Is:

Semantic Cache - caches by meaning using embeddings, not just exact text.

How It's Built:

CDN architecture with distributed edge nodes, Orchestrator control plane, and gossip protocol.

The Innovation:

Traditional CDNs cache exact URLs (e.g., /image.jpg). We cache semantically - "What's the weather?" ≈ "How's the weather?" Result: 68% cache hit rate vs 10-15% for exact matching.

Components

Orchestrator:

Central control plane for config management and credential distribution.

Edge Nodes:

200+ distributed locations for request handling with <50ms latency.

Dashboard API:

Customer self-service for provider configuration with no code changes.

Gossip Protocol:

P2P cache coordination for global consistency in ~6 seconds.

Features & Roadmap

Available Now (MVP)

Semantic Understanding

68% cache hit rate using semantic similarity (0.80 threshold) - understanding meaning, not just exact text matches.

Automatic Failover

Circuit breaker with transparent routing, no downtime. Three states: Closed (normal), Open (backup routing), Half-Open (testing recovery).

Provider Support

OpenAI & Anthropic fully integrated. Google & Cohere coming soon.

SSE Streaming

Full support for LLM token streaming responses.

Rate Limiting

Built-in request throttling to protect your infrastructure.

Rolling Out (Q1 2026 - Phase 4-5)

True Provider Agnostic

Dashboard API for configuring ANY HTTP-based LLM provider - no code changes required.

Edge Network Foundation

Initial deployment to 10 edge locations worldwide with <50ms latency.

Real-Time Config Updates

~6 second propagation globally via Orchestrator push model.

Planned (Q2 2026+ - Phase 6-8)

Real-Time Analytics Dashboard

Hit rates, latency metrics, cost calculator per provider with comprehensive insights.

Zero Trust Security

RBAC, mTLS, audit logging, and SOC 2 Type II preparation.

Global Edge Network

200+ locations with gossip-based cache coordination and 99.9%+ uptime.

Get in touch

Interested in our vision? Want to learn more or discuss funding opportunities? Reach out to the Vibe team.