Skip to main content
TRW
Memory Engine

Memory That Learns With You

Your AI gets smarter every session. Lessons stick. Mistakes never repeat. Knowledge grows on its own.

Growth

It grows with every session.

Watch your knowledge fill up over time. Session ten knows what session one didn't.

0%

Starting fresh...

1 of 20 memory blocks filled

1
First lesson
2
10 memories
3
Patterns emerge
4
Deep knowledge
5
Wisdom
Day 1
Day 90
Memory Tiers

Fresh knowledge is fast. Old knowledge is safe.

Watch memories flow between tiers as time passes. New lessons arrive at the top. Older ones settle down, but never disappear.

Hot6 memories
Fix login bug
Update docs
API rate limits
Dark mode CSS
Error handling
Cache strategy
Warm0 memories
empty
Cold0 memories
empty

Everything starts in the fast lane.

Smart Search

Find anything in milliseconds.

Type a query and watch memories surface from every tier — hot, warm, and cold. Results appear in milliseconds.

Hotrecently used, fast access

JWT refresh

Auth

try/catch patterns

Errors

exponential backoff

Resilience

Redis TTL config

Cache

React error fallback

Errors

Warmproven patterns

retry with jitter

Resilience

route-based splitting

Perf

OAuth2 PKCE flow

Auth

stale-while-revalidate

Cache

Sentry integration

Errors

Coldarchived knowledge

dynamic imports

Perf

circuit breaker

Resilience

CDN cache headers

Cache

image lazy load

Perf

API key rotation

Auth

Dual Search

Two ways to search. One perfect answer.

Find what you need, even when you can't remember the exact words. Search by keywords or by meaning — the best results rise to the top.

Consolidation

Notes become wisdom.

Over time, scattered observations merge into deeper insights. Your AI gets wiser, not just bigger.

Day 1
Day 90

Your AI learns new things each day.

Knowledge Web

Ideas form connections.

Related memories link together. When your AI recalls one thing, connected ideas light up too.

Auth bugJWT gotchaToken fixCORS ruleAPI patternRate limitRetry logicError codesCachingSessions

Hover a node to see its connections.

Smart Cleanup

No more echo chambers.

When two notes say the same thing, they merge into one clear, stronger memory. No clutter.

Note A

"Always add CORS headers to auth endpoints"

Note B

"Auth routes need CORS configuration"

Memory Strength

Use it or lose it.

Memories fade without use. But every recall makes them stronger. Click the button to see the difference.

Memory Strength

Without recall, memories fade over time

100%75%50%25%0%NowDay 1Day 3Day 7Day 14Day 30StrongWeak

Click "Recall" to see how using a memory makes it stronger. Hover for exact values.

Dashboard

Your AI's memory, at a glance.

Every widget is interactive. Click, hover, and explore.

Search
|

Watch it search or click a term

Storage Tiers
<1ms

Instant. This week's knowledge.

124 entries

Memory Healthclick to cycle
0memories

84.7%

Capacity

Healthy

Status

Memory Score78%
How helpful87
How fresh72
How important90
How often used65
Security

Encrypted at rest

PII detection

Hallucination guard

Audit trail

MCP Toolsset 1/3 — click to cycle
>_
Get Started

# Ready to give your agents memory?

> waitlist join

Join the Waitlist

Give your agents persistent memory.