Memory that learns

Not in your account. Not in sessions. In your code.

5 cognitive sectors • Waypoint navigation • Branch-aware context

Try searching...
"How did we fix the auth bug last week?"
repository://api-service/memories
typescript
// Your code's cognitive system
├── 📘 Episodic: Yesterday's auth bug fix
├── 🧠 Semantic: JWT expiry = 7 days
├── 🔧 Procedural: Deploy via k8s manifests
├── 💭 Emotional: Team frustrated with race condition
└── 💡 Reflective: Need better error boundaries

Not another generic memory layer

Brain-inspired cognitive architecture for code intelligence

Generic AI Memory

Flat, session-based storage

user_12345/
session_abc/
└── memories[]
"keyword search"
"flat storage"
"no context"

ULPI Memory

Cognitive architecture

repository/api-service/
├── episodic/
├── semantic/
├── procedural/
├── emotional/
├── reflective/
• Waypoint navigation
• Branch-aware context
• Multi-factor scoring

Five Cognitive Sectors

A complete cognitive architecture for development workflows

Episodic

Remember what happened

Personal experiences with temporal and spatial context. Specific events, debugging sessions, and deployment histories.

Example

"Yesterday I debugged the auth flow for 3 hours and found the JWT issue"

Semantic

Know the facts

Facts, knowledge, and general concepts. API schemas, configuration values, and technical documentation.

Example

"OAuth 2.0 uses authorization codes to exchange for access tokens"

Procedural

Master the how-to

Step-by-step procedures and workflows. Deployment patterns, debugging strategies, and best practices.

Example

"To deploy: 1) Build 2) Push to registry 3) Update k8s manifests"

Emotional

Learn from user reactions

User sentiment and feedback signals. Tracks when users are frustrated, pleased, or annoyed by the AI's behavior to learn preferences and avoid repeated mistakes.

Example

"User was frustrated when I repeated the same debugging approach they already rejected"

Reflective

Learn from insights

Meta-cognition and self-reflection. Patterns, learnings, and behavioral insights about development.

Example

"I realized I tend to over-engineer solutions when under pressure"

Built for code intelligence

Not generic chatbots. Real development workflows.

Multi-Factor Retrieval

Smart memory retrieval combining vector similarity, recency, access frequency, and waypoint connections. Not just search—true contextual intelligence.

Vector Score0.40
Recency Score0.25
Access Score0.20
Waypoint Boost0.15

Repository-Scoped Memory

Memory lives in your repository, not your account. Branch-aware context means your AI agent remembers what matters for each codebase.

repository/
├── main/
└── memories/
├── feature/auth/
└── memories/
└── bugfix/jwt/
└── memories/

Waypoint Graph Navigation

Navigate through connected memories with contextual breadcrumbs. Follow the path from bug to fix to deployment pattern.

Bug
Fix
Deploy

Built for real-world applications

See how cognitive memory architecture transforms AI across industries

💻

Software Development

Branch-aware memory that follows your code

Navigate codebases with branch-aware context and intelligent waypoint connections. Memory that understands your git workflow.

3x
Faster debugging
100%
Context retention
Explore software development use case
memory://usecase/software-development
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights
🛍️

E-Commerce

Emotional intelligence for customer satisfaction

Remember customer preferences, emotional responses, and shopping patterns for truly personalized experiences that increase conversion.

45%
Higher conversion
+60%
Customer retention
Explore e-commerce use case
memory://usecase/e-commerce
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights
💬

Customer Support

Context that persists across all interactions

Detect emotional states and retain full conversation context across sessions. Never ask customers to repeat themselves.

2.5x
Faster resolution
94%
Satisfaction score
Explore customer support use case
memory://usecase/customer-support
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights
🏥

Healthcare

Safety-critical memory for patient care

Build patient narratives with safety-critical memory that never forgets allergies, medications, or treatment history.

87%
Error reduction
99.9%
Recall accuracy
Explore healthcare use case
memory://usecase/healthcare
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights
📚

Education

Personalized learning that adapts and evolves

Adapt to individual learning styles and identify knowledge gaps for personalized instruction that actually works.

+40%
Learning speed
85%
Retention rate
Explore education use case
memory://usecase/education
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights
📈

Sales

Pattern recognition for deal acceleration

Track deal journeys and recognize winning patterns across your pipeline. Know what works and what doesn't.

+35%
Win rate
2x
Deal velocity
Explore sales use case
memory://usecase/sales
episodic:Event history & interactions
semantic:Domain knowledge & facts
procedural:Workflows & best practices
emotional:Sentiment & preferences
reflective:Patterns & insights

Ready for brain-inspired
development memory?

Give your code the cognitive architecture it deserves.

Start Building Memory-Aware Apps