ekkOS_™
AI tools suffer session amnesia. ekkOS maintains persistent state — patterns, decisions, and operational intelligence compound across every interaction.
Deploy in 3 Steps
Initialize the cognitive layer
Works with Cursor, Claude Code & VS Code
No projections. No estimates. Direct from the memory substrate.
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.
Three core subsystems enabling compound intelligence across sessions.
Unified Memory Substrate
Single deployment. Persistent state across Cursor, Claude Code, VS Code, Windsurf, and any MCP-compatible environment.
Closed-Loop Learning
Solutions captured as executable patterns. Applied automatically on retrieval. No manual curation.
Real-Time Signal Validation
Every suggestion cross-referenced against your operational history. Grounded, Speculative, or Conflict — flagged before execution.
Autonomous subsystems operating below the surface.
Empirical telemetry from active deployments.
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.
Compound intelligence: every resolution strengthens the substrate. Every pattern reduces time-to-resolution. The delta widens with usage.
Free forever on Developer tier · 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.
Closed-loop learning architecture. Every interaction refines the model.
The Key Insight
Standard AI operates stateless — full context reconstruction every session. ekkOS maintains persistent state. The more you operate, the sharper it gets.
Retrieval
Surfaces relevant patterns from the substrate on query
Capture
Encodes successful resolutions as executable patterns
Reinforcement
Outcome signals strengthen or decay patterns over time
Live Trace
While your AI works, ekkOS quietly recalls what worked before, applies your preferences, and helps you avoid repeat mistakes.
Observable from first deployment. Compound acceleration over time.
T+0: Initial Deployment
You ask:
"Set up auth with Supabase"
ekkOS_ asks:
"Remember this?"
You say "Yes" — now it's:
ekkOS_Forever_Memory™
T+24h: First Retrieval
You ask:
"Add password reset"
ekkOS automatically:
Applies your prior knowledge and validates suggestions.
"Matches your prior decisions."
T+30d: Compound Phase
After 1 month:
TypicalFaster resolution. Fewer regressions. The delta compounds.
Seamless state persistence across development environments.
Route through any provider — operational context persists across the entire model ecosystem.
Automatic Context Injection
Operational context injected into every request. Provider-agnostic.
Unified Substrate
Train on Claude, retrieve on GPT. One substrate, all providers.
Single-Endpoint Integration
One connection. Memory-aware intelligence across your entire stack.
Eliminate context reconstruction overhead. Your operational history persists across all sessions and environments. Focus on shipping, not re-explaining.
- Zero context reconstruction overhead
- Autonomous pattern capture on resolution
- Anti-pattern detection prevents regression
- Full provenance chain for every recommendation
Compound intelligence. Every session strengthens the substrate.
Typical Metrics — T+30d
Based on active operators with mature pattern libraries
Institutional knowledge transfer. Milliseconds, not months.
Knowledge Propagation
One operator resolves an incident. The entire fleet inherits the solution.
Pattern Alignment
Recommendations aligned with team architecture. Drift detected, not discovered.
Zero-Day Operational Readiness
New operators inherit years of institutional intelligence from first session.
Architectural Drift Detection
Continuous monitoring for pattern divergence. Consolidate before it compounds into debt.
Every suggestion validated against your operational history.
Grounded
Aligns with proven patterns in your operational history. Execute with confidence.
Speculative
No prior data. Uncharted territory. Proceed with validation.
Conflict
Contradicts an established pattern or directive. ekkOS flags the divergence.
Every suggestion cross-referenced against accumulated patterns, directives, and operational history. Intercepts regressions before they reach your codebase.
The architecture separating storage from intelligence
The Golden Loop™
Every cycle refines the model. Effective patterns reinforce. Failures decay. The substrate sharpens.
Static Memory
- Returns identical results regardless of outcome
- Requires manual curation and maintenance
- No feedback loop — cannot self-improve
- Stale patterns persist indefinitely
ekkOS Adaptive Memory
- Outcome tracking on every application
- Autonomous capture of successful resolutions
- Continuous reinforcement from usage signals
- Stale patterns decay via forgetting engine
The difference: After 100 cycles, static storage returns identical results. ekkOS has processed 100 outcome signals — reinforcing effective patterns, decaying failures. That is the difference between storage and intelligence.
Deploy free. Scale with your intelligence footprint.
Developer
Start learning immediately—see the difference on day one
- Cross-platform memory (Cursor, Claude Code, VS Code)
- Auto-save solutions
- 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
- SOC 2 Type II (in progress)
- Custom data residency
- Dedicated CSM
- Custom integrations
- SLA guarantees
Accelerated by
Deploy in under 2 minutes. Operational intelligence from session one.Compound rate accelerates to 10x+ as your pattern library grows.
Free forever on Developer tier. No credit card required.
Works with Cursor, Claude Code, VS Code, and more.