CONTEXT.mdMEMORYSYNCpersistent memoryauto-synthesizemulti-machine syncCHANGELOG.mdsource of truthzero re-onboardingsession contextagent memoryknowledge layerTASKS.mdcompound intelligenceliving documentationCORRECTIONS.mdproject_memory.sync()Last synced: 2m agoappend_only: truemachines: [personal, business]400-800 words, always currentnotion → local → notiondeliverables/scanned every 15mincontext_loss: 0%
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CONTEXT.mdsynced 2m ago
Notionsource of truth
Machine Apersonal
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CHANGELOG.md148 entries
Agent Sessionactive
Built in production across 8+ live projects →

Your AI agents
forget everything.

Memory Layer gives AI agents persistent, living context that syncs across sessions, machines, and tools. Stop re-explaining. Start compounding.

01/05 · Scroll down
Built for teams usingClaudeCursorNotionGitHub CopilotWindsurfChatGPT

Context loss is the silent tax
on AI productivity

20-30%

Time wasted re-onboarding

Every new session starts at zero. You re-explain the project, re-state decisions, re-describe architecture. Every single time.

100%

Context lost between machines

Work on your laptop, switch to your desktop — everything you built in that session is invisible on the other machine.

N × M

Projects × sessions = chaos

5 projects, 6 sessions a day, 2 machines. That's 60 context resets per week. Decisions get lost. Work gets repeated.

Two files. One source of truth.
Zero re-onboarding.

Memory Layer maintains a living project memory that every AI session reads from and writes back to — automatically.

01

Session starts

Your agent reads the project's living memory — goals, decisions, architecture, and recent history. Full context in seconds.

02

Agent works

Fully informed by every prior session. No re-explaining. No contradicting past decisions. No losing track of what was done.

03

Memory synthesizes

When the session ends, memory is rewritten — concise, current, ready. The next session on any machine picks up right where you left off.

04

Background sync

A scheduled task scans for new work every 15 minutes, synthesizes context, and keeps every machine converged through one source of truth.

CONTEXT.md — living project memory
# MomentumX — Project Memory Last updated: 2026-04-02 (auto-synced) ## What This Project Is AI-powered sales coaching platform for B2B teams. ## Current Status MVP shipped. Onboarding 3 pilot customers this week. Dashboard analytics delayed — waiting on Mixpanel. ## Key Decisions Made - Moved from REST to GraphQL (March 28) - Dropped Stripe Connect → Stripe Billing directly - Auth: Clerk over Auth0 — faster integration ## What's Next Finish Mixpanel event tracking Pilot onboarding calls (April 3-5) Prep demo environment for investor meeting

Built internally, measured in production

2.5-3x
multiplier

AI-assisted productivity

~50%
reduction

Context-loss errors

0 min
per session

Re-onboarding time

8+
simultaneous

Projects with full visibility

Anyone running AI agents
across multiple contexts

AI consulting firms

Juggling 5-10 client projects with AI agents? Memory Layer ensures every session knows the full history — no matter who or what worked on it last.

Founders & solopreneurs

Building multiple products at once? Your AI should remember what you decided last week without you pasting a wall of context every morning.

Dev teams & agencies

Multiple developers using AI coding assistants on the same codebase? Memory Layer keeps architectural decisions consistent across all of them.

Product teams

Research, specs, sprint planning, retros — all feeding into a living memory that makes every AI interaction smarter than the last.

Memory Layer vs. the alternatives

FeatureMemory LayerRAG / Vector DBsNotion AI / Mem.aiManual prompts
Auto-synthesized living context
Multi-machine sync
Append-only audit trail
Works with any AI tool
No infra required
Keeps context concise (<800 words)
Zero-effort after setup

“We were losing 20-30% of our AI productivity to re-onboarding. Now every session starts with full context. It's like giving your agents an institutional memory.”

JRP — Co-Founder, Rabbithole LLC
Managing 8+ concurrent AI projects across 2 machines

Memory Layer

Stop re-explaining.
Start compounding.

Join the waitlist for early access. Be the first to get Memory Layer when it launches.