Welcome to ekkOS
ekkOS is production-ready memory infrastructure for AI agents. It gives your AI persistent memory that actually learns from every interaction, achieving a measured 5.94x speedup on recurring problems.
What is ekkOS?
ekkOS (pronounced "echoes") is a 10-layer memory system designed specifically for AI agents. Unlike simple RAG systems that just retrieve documents, ekkOS provides cognitive memory — the ability to learn, remember, and apply knowledge across sessions.
When you connect Claude Code, Cursor, or any AI agent to ekkOS, it gains:
- Persistent Memory — Context survives across sessions and tools
- Pattern Learning — Automatically extracts and applies successful solutions
- Hallucination Prevention — Validates AI suggestions against your history
- Cross-Agent Learning — Knowledge transfers between different AI tools
Key Features
10-Layer Memory System
From working memory (24h) to permanent patterns, each layer serves a specific cognitive function. This mirrors how human memory works — short-term, long-term, procedural, and semantic.
Measurable Learning
Every pattern has success metrics. See exactly how much time your AI saves and which patterns work best. Our production systems show 81% success rate across 62+ learned patterns.
Hallucination Firewall
The reflex tool validates AI suggestions against your established patterns. Catch contradictions before they become code.
18ms Retrieval
Memory retrieval happens in milliseconds using optimized HNSW vector indexes and semantic search. Your AI never waits for context.
Production Metrics
These are real metrics from ekkOS running in production on the ekkOS codebase itself:
The Golden Loop
ekkOS operates on a self-improving cycle that gets smarter with every interaction:
Supported AI Tools
Claude Code
Anthropic's CLI tool
Cursor
AI-powered IDE
Custom Agents
Any MCP-compatible agent