Vibe Coding Powered by Long-Term Memory

Build a coding environment that learns your habits and evolves with your workflow.

MemU gives vibe coding persistent memory across sessions. It retains project context, development history, debugging notes, and personal coding preferences. With long-term memory, Vibe Coding provides consistent interactions, reduces repeated explanations, and accelerates development.

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Vibe coding powered by long-term memory

What Long-Term Memory Brings to Vibe Coding

  • Maintain project continuity: Keep file structures, design decisions, coding conventions, and task history across sessions.
  • Improve coding interactions: Offer better suggestions by learning from past edits, patterns, and accepted changes.
  • Speed up debugging: Recall previous errors, logs, and troubleshooting steps for faster resolution.
  • Support seamless workflow: Continue work without re-stating goals, constraints, or project context.

Unlock MemU Across Different AI Applications

MemU's long-term memory capabilities aren't limited to AI companions. They can power a variety of AI products, helping them remember interactions, learn from past behavior, and deliver smarter, more adaptive experiences.

AI companion
Make AI companions remember, learn, and interact better over time.
Knowledge Management
Organize and retrieve structured information efficiently, helping AI systems provide consistent and informed answers.
Skills.md (Coding Logs Analysis)
MemU helps coding agents analyze past development and deployment logs to learn from successes and failures.
Gaming & Interactive
Let AI remember player actions and choices, creating richer and evolving gameplay experiences.
Creation Assistants
Maintain style, track ideas, and suggest improvements based on prior drafts and creative work.
Multimodal Applications
Process diverse content types (documents, images, videos) into unified memory.
Education Agent
Track student progress and personalize lessons based on historical learning data.
Financial Agent
Preserve historical financial data to support more accurate analysis, personalized insights, and consistent risk evaluation.
Industrial Operations
Retain machine histories and workflow records to improve diagnostics, enable predictive maintenance, and strengthen operational reliability.
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Start Building Smarter Vibe Coding Experiences Today

Experience MemU’s long-term memory capabilities instantly on our cloud platform. Integrate easily with your AI products and see how persistent, self-evolving memories can make your AI more intelligent and responsive.

Response API
Response API combines LLM output, memory store, memory retrieval, and context assembly into one request. With Response API, you can build agents that understand users over time without managing separate steps or extra logic.
Memory API
Memory API gives developers full control over long-term memory. Store, retrieve, search, and manage structured memory through flexible endpoints that plug directly into your LLM workflow. Build agents that evolve over time — exactly the way you design them.
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Startup-Friendly Free Plan

Get started quickly with MemU’s free plan for startups. Perfect for small teams building memory-driven AI applications or experimenting with AI products that benefit from long-term memory. Enjoy the full power of MemU’s memory capabilities without upfront costs.

  • Free access to Response API and Memory API with limited usage.
  • Easy onboarding for teams and fast integration into your AI projects.
  • Ideal for experimenting, prototyping, and validating long-term memory in your AI applications.
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Start Building Smarter AI Today

Explore MemU and see how long-term memory can enhance your AI projects. Begin creating AI that remembers, learns, and adapts.

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