How ekkOS Works
The intelligence layer for AI development.
The Problem
AI assistants don't remember between sessions. Every conversation starts fresh.
- • You explain your project setup — again
- • You correct the same mistakes — again
- • You establish the same preferences — again
- • Knowledge from yesterday is gone today
What ekkOS Does
ekkOS is the intelligence layer under your AI coding tools. It remembers what worked, blocks what failed, and compounds knowledge across every session and tool.
What You Can Do
Search Past Context
Ask "what did we decide about authentication?" or "how did we handle that bug before?" and get relevant context from past sessions.
Save Solutions
Tell your AI "remember this" or "save this pattern" to store solutions that can be retrieved in future sessions.
Set Preferences
Say "always use TypeScript" or "never commit secrets" to establish rules that persist across every session.
What You'll Observe
Relevant Context Surfaces
When you ask questions, your AI receives relevant patterns and past context before responding.
Preferences Are Enforced
Rules you've set apply automatically. Your AI follows your established preferences.
Solutions Persist
Patterns you've saved remain available. Past solutions can be applied to new problems.
Context Syncs Across Tools
Memory is cloud-based. What you save in Claude Code is available in Cursor.
How ekkOS Actually Learns
ekkOS stores reusable engineering knowledge, not just literal snippets. When you save patterns and outcomes, your assistant can apply the same reasoning in later tasks.
The goal is simple: fewer repeated mistakes and faster solutions over time.
What You Should Expect
After a few sessions, the assistant starts recalling your prior fixes, team preferences, and project context automatically. You spend less time re-explaining and more time shipping.