Why does my AI coding assistant forget everything between sessions?

AI coding tools like Claude Code, Cursor, and Copilot have limited context windows that reset every session. ekkOS solves this with a 12-layer persistent memory system that retains your architecture, conventions, patterns, and project knowledge permanently.

How is ekkOS different from Mem0 or other AI memory tools?

Most AI memory tools store key-value pairs. ekkOS is a full intelligence layer with 12 structured memory layers, a self-healing pipeline (NERVE), behavioral directive enforcement, a continuous learning loop (Golden Loop), and collective intelligence that makes your AI smarter over time — not just a better parrot.

Does ekkOS work with Claude Code, Cursor, and Copilot?

Yes. ekkOS works as a proxy layer between your IDE and AI provider, so it's compatible with Claude Code, Cursor, Windsurf, VS Code, Copilot, and more. Install once, benefit everywhere.

What is vibe coding and why does AI-generated code keep breaking?

Vibe coding — AI-assisted development where you describe intent and AI generates code — is powerful but fragile. The problem: AI has no memory of past failures, no understanding of your architecture, and no self-correction. ekkOS adds all three — persistent memory, architectural directives, and autonomous self-healing.

Is my code safe with ekkOS?

ekkOS uses end-to-end encryption with zero-knowledge architecture. Your source code never touches our servers. SOC 2 Type II certification is in progress.

SYS.PULSE

│MODEL: CLAUDE (LATEST)│CONTEXT: ENDLESS

PULSE_

Endless context for Claude. 200K–1M native, extended to unlimited via compression and archival. Every turn enriched with your memory.

The invisible proxy between you and Claude. Smarter sessions, endless context, up to 50% cheaper. Works with Claude Code, Cursor, and Windsurf.

GET PULSE →

HOW IT WORKS

Starts free — Pulse included in Pro at $15/mo

∞ENDLESS CONTEXT

12ENRICHED

~50%ECONOMICAL

THE PROXY PIPELINE

What happens between your IDE and Claude — automatically.

∞

ENDLESS CONTEXT

Works with Claude Opus 4.5+ and beyond. 200K–1M native context extended to unlimited via IPC compression + R2 archival.

ENRICHED

Patterns, directives, Cortex context injected every turn. 12 memory layers. Your AI knows your codebase before you type.

~50%

ECONOMICAL

Cache-stable prefix = reads at 10% cost. Up to 60% compression. Up to 50% cheaper sessions.

THE DIFFERENCE

What changes with Pulse.

WITHOUT PULSE

Context window200K–1M tokens

Session length~45 min before degradation

MemoryNone between sessions

CostFull token pricing

WITH PULSE

Context windowUnlimited (IPC + R2)

Session lengthHours without degradation

Memory12 layers injected every turn

CostUp to 60% reduction

SESSION INTELLIGENCE

Real-time visibility. Pre-loaded context. Intelligence from turn one.

Dashboard

LIVE

PATTERNS INJECTEDthis turn

Pre-loaded from your memory every turn. Your AI applies what worked before.

COMPRESSIONactive

Up to 60% token reduction. Noise stripped, decisions preserved.

CACHE HIT RATE%+

Prefix stability keeps cache reads at 10% of input cost. Verified via Axiom telemetry.

TURNS THIS SESSIONand counting

557

Real session. Still sharp. Eviction + replay keeps context fresh at any depth.

MEMORY LAYERSactive

Persistent across every session. What it learns today, it remembers tomorrow.

CLI

ACTIVE

NATIVE CLI INTEGRATION

One command: ekkos run. Intelligence pre-loaded, compression active, cache economics live. No config, no browser tab. Your AI is smarter from the first turn.

MODELCLAUDE (LATEST)

CONTEXT200K–1M + ENDLESS (IPC+R2)

COMPRESSIONL2 — 60% REDUCTION

PATTERNS17 INJECTED

CACHE HITS87%

$ ekkos pulse --watch

See the 5-minute quickstart →

SESSIONS THAT LAST

1M tokens fill fast. Pulse keeps them useful.

NOISE STRIP

Your session stays clean without you noticing. Base64 images, stale tool outputs, and ephemeral content are removed. Signal preserved, noise gone.

~15%

TOOL COMPRESS

Your 1M context fills 3× slower. Tool results are summarized to key outputs while reasoning and decisions stay intact.

~40%

DEEP COMPRESS

Your 10-hour session keeps going without losing context. Full turn compression preserves key actions and decisions. Topic sharding keeps active context live.

~60%

R2 ARCHIVE

Nothing is ever lost. Overflow is archived to AES-256-GCM encrypted R2 storage. Lossless. Auto-rehydrated when you say "remember when..."

~80%

FULL CAPABILITY SURFACE

What makes 1M context actually useful.

THE GATEWAY PROXY

OpenAI-compatible endpoint. Works with Claude Code, Cursor, Windsurf. Point your agent at our Gateway to instantly mount the memory substrate.

PATTERN INJECTION

Relevant patterns from your memory are injected as system prompts every turn. Your AI applies what worked before — automatically.

DIRECTIVE ENFORCEMENT

MUST/NEVER/PREFER/AVOID rules are enforced natively by the proxy. Your preferences act as hardware-level constraints.

CORTEX LINKING

System architecture, conventions, and gotchas are dynamically linked and injected when the agent touches those files.

RUNTIME SCHEDULER

L0→L3 progressive compression. Up to 60% token reduction. Stale tool outputs are purged while critical decisions are preserved.

CACHE ECONOMICS

Prefix stability delivers 95%+ cache hit rates. Cache reads cost 10% of input price. Real sessions show 3-5x total cost reduction.

12-LAYER PERSISTENCE

From Working Memory (L1) to Secrets Vault (L12). What your AI learns today is permanently written to the infrastructure.

NERVE AUTONOMICS

Codebase health alerts, anomaly diagnosis, and evidence-based healing — an autonomic watchdog running behind the proxy.

COLLECTIVE COMPRESSION

Compound intelligence at scale.

PERSONALIZED MASTERY

Pulse doesn't just strip noise; it learns what matters to you. Over time, it compounds around your specific codebase and coding style, becoming a highly tailored, unique intelligence layer that thinks exactly like you do. Your AI stops giving generic advice and starts solving problems using your established conventions.

Unique to your codebase

ANONYMOUS COLLECTIVE

When a compression pattern or workflow strategy proves highly successful, its abstract shape is stripped of all proprietary code and PII. This generalized shape is shared into the Collective Memory. Your AI benefits from the hard-earned lessons of thousands of other engineers, making the entire ekkOS network smarter together.

Zero-knowledge sharing

SECURITY MODEL

Your context. Your keys. Your control.

[01]

AES-256-GCM encryption at rest

[02]

Per-user derived keys (HKDF)

[03]

Secret redaction before archival

[04]

Zero-knowledge cloud storage

[05]

Audit trail on every operation

[06]

SOC 2 controls implemented

ALL CLAUDE MODELS.
ENDLESS CONTEXT.
PULSE IS THE PROXY.

Endless context for Claude. Every turn enriched. Up to 60% compression. 12-layer persistent memory. Drop-in compatible.

Included in Pro ($15/mo) and Team ($30/mo) plans — free tier available