Blog
Setup guides, architecture write-ups, and playbooks from running Context Vault with Claude Code, Cursor, and Codex.
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.
How to structure your vault taxonomy so retrieval stays precise as your knowledge base grows from dozens to thousands of entries.
Practical strategies for solo founders to eliminate the context tax that kills productivity when working with AI tools across sessions.
Connect Context Vault to ChatGPT via GPT Actions for persistent memory across AI tools. Same vault serves Claude Code, Cursor, and ChatGPT.
A practical playbook for using persistent AI memory across multiple client projects without context bleed.
Connect Context Vault to Cursor via MCP for persistent memory across coding sessions. Setup guide and daily workflow tips.
Install Context Vault, connect Claude Code over MCP, and verify your first persistent memory workflow.
A practical migration pattern to keep markdown portability while enabling managed hosted access.
Why full-text + semantic retrieval with recency weighting matters when your memory corpus grows.