Guides for shipping persistent AI memory
Integration tutorials, architecture deep-dives, and conversion-focused playbooks for Context Vault users.
Not All Memory is Created Equal: The Three Data Categories of Agent Memory
Most agent memory systems treat everything the same. After a year running Context Vault in production, we discovered that data naturally falls into three categories, each demanding fundamentally different treatment.
Designing Kinds, Tags, and Folders for Long-Term Memory Quality
How to structure your vault taxonomy so retrieval stays precise as your knowledge base grows from dozens to thousands of entries.
How Solo Founders Prevent Context Loss Across Sessions
Practical strategies for solo founders to eliminate the context tax that kills productivity when working with AI tools across sessions.
Using MCP Memory with GPT Actions
Connect Context Vault to ChatGPT via GPT Actions for persistent memory across AI tools. Same vault serves Claude Code, Cursor, and ChatGPT.
Build an AI Dev Memory System for Client Work
A practical playbook for using persistent AI memory across multiple client projects without context bleed.
Context Vault + Cursor: Setup and Best Practices
Connect Context Vault to Cursor via MCP for persistent memory across coding sessions. Setup guide and daily workflow tips.
Context Vault + Claude Code: 5-Minute Setup
Install Context Vault, connect Claude Code over MCP, and verify your first persistent memory workflow.
Move From Local Vault To Hosted Without Lock-In
A practical migration pattern to keep markdown portability while enabling managed hosted access.
Hybrid Search Is The Core Of Agent Memory Quality
Why full-text + semantic retrieval with recency weighting matters when your memory corpus grows.