ekkOS_™
Stop Re-Explaining Your Code to AI
Your AI forgets everything between sessions. ekkOS remembers — and gets smarter every time you use it.
Get Started in 3 Clicks
Install ekkos-connect for VS Code
Works with Cursor, Claude Code & VS Code
The ekkOS Layer
The infrastructure that gives your AI persistent memory
You
Ask a question
ekkOS Memory
Living knowledge layer
Smarter AI
Knows your history
Follows your rules
Gets smarter daily
You
Ask a question in your IDE
ekkOS Memory
Living knowledge layer
Smarter AI
Knows history • Follows rules • Improves daily
Watch Your AI Get Smarter
See how ekkOS searches memory, applies learned patterns, and compounds knowledge over time.
Day 1: First Problem
Real-time memory operations
Search First
Every question triggers a memory search. Your AI checks what it already knows before answering.
Forge Patterns
Solutions that work get saved automatically. Anti-patterns from failures are recorded too.
Compound Learning
Confidence scores improve with success. By Day 30, your AI solves problems 5x faster.
How It Works
Three core capabilities that make your AI genuinely smarter over time.
One Memory, All Your Tools
Install once. Works across Cursor, Claude Code, VS Code, Windsurf, and any MCP-compatible tool. Your AI assistants share the same memory.
Continuous Learning
Every time you solve a problem, ekkOS learns from it. Next time, your AI already knows the answer.
Confidence Signals for AI Suggestions
ekkOS checks if suggestions match your experience. Grounded ✅, Speculative ⚠️, or Conflicts ❌—know before you implement.
What Your AI Can Do
Powerful capabilities that happen automatically.
Your Learning Curve
Real metrics showing how ekkOS compounds over time.
Pattern Library Growth
Cumulative patterns captured over time. More patterns = faster problem solving.
Pattern Coverage Evolution
Percentage of problems that have matching patterns. Higher coverage = less time explaining context.
Success Rate Maturation
Average pattern confidence improves as patterns are validated through real usage.
Real Examples from Our Internal Development
ES Module configuration errors
MCP server connection issues
Supabase timeout handling
Your First Week: Expect 2-3x speedup on common issues as you build your initial pattern library. By month 3, you'll see speedups like these.
The compound effect: Every problem solved becomes a pattern. Every pattern saves time. The more you use ekkOS, the faster you ship.
Free forever on Developer plan • No credit card required
How Long Until I See Results?
Transparent timelines showing when you'll see compound learning kick in.
Immediate
Value
- 50+ pre-loaded patterns for Node.js, React, Next.js, Supabase
- 2-3x speedup on common setup/config issues
- Conflict checking works from first session
Accelerating Returns
- Your unique patterns start accumulating (target: 20-50 patterns)
- Coverage expands to your specific codebase/stack
- Speedup grows to 4-6x as pattern library matures
Compound Intelligence
- 100+ patterns capturing your workflow and decisions
- 70%+ problem coverage (most issues have patterns)
- 10-15x speedup on recurring problems
- AI "knows" your codebase like a senior engineer
The Longer You Use It, The Better It Gets
ekkOS is designed for compound learning. Unlike static tools that plateau, your memory system gets exponentially smarter with every problem solved.
AI That Actually Learns
ekkOS runs continuous learning around every interaction
The Key Insight
Most AI tools start from zero every session. ekkOS builds on what worked before. The more you use it, the smarter it gets.
Remembers
Pulls relevant solutions when you ask a question
Learns
Captures what works for next time
Improves
Gets better with every use
See It In Action
While your AI works, ekkOS quietly recalls what worked before, applies your preferences, and helps you avoid repeat mistakes.
The Magic Moment
Feel the difference from day one. Watch it compound over time.
Day 1: First Session
You ask:
"Set up auth with Supabase"
ekkOS_ asks:
"Remember this?"
You say "Yes" — now it's:
ekkOS_Forever_Memory™
Day 2: The Magic
You ask:
"Add password reset"
ekkOS automatically:
Applies your prior knowledge and validates suggestions.
"Matches your prior decisions."
Day 30: Acceleration
After 1 month:
TypicalShip faster. Fewer mistakes. The gap widens.
One Memory. All Tools.
Switch between IDEs, web, and CLI — your memory follows everywhere.
Works Across Leading AI Providers. One Memory.
Use GPT-5, Claude, Grok, or Gemini — your patterns and context follow you everywhere.
Automatic Context
Your relevant knowledge is automatically applied to every request, no matter which provider you use.
Unified Memory
Teach Claude something, GPT knows it. All your tools share the same knowledge base.
Simple Integration
Connect once and get memory-aware AI across all your tools. Works out of the box.
For Solo Developers
Stop explaining your codebase to AI every session. Stop re-debugging the same issues. Your AI remembers so you can focus on shipping.
- Never repeat yourself to AI again
- Auto-capture fixes and decisions
- Avoid past mistakes automatically
- See why suggestions were made
Your AI gets smarter every day you use it.
Typical After 30 Days
Based on active users with mature pattern libraries
For Teams
New engineer + ekkOS_ = instant team knowledge.
Shared Knowledge
One senior solves a problem. Everyone's AI learns it instantly.
Consistent Suggestions
AI recommendations aligned with team conventions, not random Stack Overflow.
Onboarding Acceleration
New hires have access to years of institutional knowledge from day one.
Drift Detection
Analytics show when patterns diverge. Consolidate before it becomes debt.
Confidence Signals™
Every AI suggestion verified against your actual history.
Verified
Suggestion aligns with what's worked for you before. Safe to use.
Unverified
New territory—no prior experience. Proceed with caution.
Conflicts
Contradicts a past decision. ekkOS_ tells you what and why.
ekkOS continuously validates AI suggestions against your accumulated knowledge and preferences, helping you catch mistakes before they cost you time.
Other MCP Servers Store. ekkOS Learns.
The difference between static memory and adaptive intelligence
The Golden Loop™
Every cycle makes your patterns smarter. Bad solutions get demoted. Good solutions get promoted.
Static Memory
- Returns same answer whether it worked or not
- Requires manual curation and cleanup
- No feedback loop - can't improve
- Outdated patterns stay forever
ekkOS Learning Memory
- Tracks what worked and what didn't
- Auto-captures successful solutions
- Continuous improvement from usage
- Outdated patterns decay naturally
The difference: After 100 uses, static memory is exactly where it started. ekkOS has learned from 100 outcomes — promoting what worked, demoting what didn't. That's compound intelligence.
Simple, Transparent Pricing
Start free. Scale as your memory grows.
Developer
Start learning immediately—see the difference on day one
- Cross-platform memory (Cursor, Claude Code, VS Code)
- Auto-save solutions (20/day limit)
- Conflict checking (100 checks/month)
- 1 active workspace
- 100 memory searches / month
- 50 solutions saved / month
- 7-day retention
- Community support
Professional
Faster learning, deeper memory—for developers who ship daily
- Unlimited cross-platform memory
- Unlimited solution capture
- Unlimited conflict checks
- ekkOS_Forever_Memory™
- Unlimited IDE connections
- Pattern insights dashboard
- Community knowledge access
- API access
- Priority support
Team
Shared intelligence across your team—compound learning at scale
- Everything in Pro
- Shared pattern library across team
- Team memory spaces with role-awareness
- Team analytics & drift detection
- Collaborative pattern curation
- Admin controls & permissions
- SSO (Google, GitHub, SAML)
- Audit logs
- Custom retention policies
Enterprise
Self-hosted & compliance-ready
- Everything in Team
- Self-hosted / VPC deployment
- SOC2, HIPAA compliance
- Custom data residency
- Dedicated CSM
- Custom integrations
- SLA guarantees
Start Building Your Memory Advantage
Install in 2 minutes. Start building your memory advantage Day 1.Accelerate to 10x+ as your pattern library compounds.
Free forever on Developer plan. No credit card required.
Works with Cursor, Claude Code, VS Code, and more.