major7apps/pensyve — Universal memory runtime for AI agents

Description and use

Pensyve is an open‑source universal memory runtime designed to give AI agents persistent, context‑aware state across interactions. It provides a lightweight orchestration layer that abstracts storage, retrieval, and versioning of episodic and long‑term memories, making it easy to integrate sophisticated memory management into any AI/ML backend. By handling the complexities of memory lifecycle, Pensyve enables developers to build more coherent and adaptable agents without reinventing core storage logic.

Problem

major7apps/pensyve helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Universal memory runtime for AI agents

Source