https://graphify.com/blog Guides, engineering notes, and concepts from Graphify: the code knowledge graph for AI coding assistants. en-us https://graphify.com/blog/how-to-give-claude-code-a-code-knowledge-graph https://graphify.com/blog/how-to-give-claude-code-a-code-knowledge-graph Mon, 13 Jul 2026 00:00:00 GMT Install one CLI, run two commands, and Claude Code gains a persistent, on-device graph of your codebase, queryable over MCP, rebuildable with /graphify. https://graphify.com/blog/how-to-give-cursor-a-code-knowledge-graph https://graphify.com/blog/how-to-give-cursor-a-code-knowledge-graph Mon, 13 Jul 2026 00:00:00 GMT Four commands take Cursor from grep-and-read loops to querying a persistent, on-device knowledge graph of your codebase. The full setup, start to finish. https://graphify.com/blog/best-codebase-context-tools-for-ai-coding-assistants-2026 https://graphify.com/blog/best-codebase-context-tools-for-ai-coding-assistants-2026 Sun, 12 Jul 2026 00:00:00 GMT Graph-based mapping, embedding pipelines, plain grep, and hosted platforms: an honest comparison of the four ways to give an AI assistant codebase context, and where each actually fits. https://graphify.com/blog/how-to-give-github-copilot-codebase-context https://graphify.com/blog/how-to-give-github-copilot-codebase-context Sun, 12 Jul 2026 00:00:00 GMT Copilot's agent mode can call MCP tools, which means it can query an on-device knowledge graph of your repo instead of rediscovering the architecture every chat. https://graphify.com/blog/code-knowledge-graph-vs-grep https://graphify.com/blog/code-knowledge-graph-vs-grep Sat, 11 Jul 2026 00:00:00 GMT A forty-word definition, what typed edges buy you over string search, where grep still wins, and how AI agents use a graph to answer multi-hop questions. https://graphify.com/blog/how-to-give-claude-code-codebase-memory https://graphify.com/blog/how-to-give-claude-code-codebase-memory Fri, 10 Jul 2026 00:00:00 GMT Claude Code re-explores your repo from scratch every session. Here's how to give it a persistent, on-device knowledge graph it can query instead, in about two minutes. https://graphify.com/blog/how-to-give-cursor-codebase-memory https://graphify.com/blog/how-to-give-cursor-codebase-memory Thu, 09 Jul 2026 00:00:00 GMT A step-by-step guide to connecting Cursor to an on-device code knowledge graph via MCP, so it can query your architecture instead of re-discovering it every session. https://graphify.com/blog/code-knowledge-graph-vs-rag https://graphify.com/blog/code-knowledge-graph-vs-rag Tue, 07 Jul 2026 00:00:00 GMT RAG retrieves text that resembles your question; a graph follows relationships that answer it. Where each approach wins, and why code is the worst case for similarity search. https://graphify.com/blog/what-is-a-code-knowledge-graph https://graphify.com/blog/what-is-a-code-knowledge-graph Fri, 03 Jul 2026 00:00:00 GMT A plain-English introduction to code knowledge graphs: nodes, typed edges, how one gets built from a real repo, and why AI coding assistants query them instead of grepping. https://graphify.com/blog/introducing-graphify https://graphify.com/blog/introducing-graphify Wed, 01 Jul 2026 00:00:00 GMT One command, /graphify ., maps your repo into a knowledge graph your AI assistant queries instead of grepping. Open source, on-device, works in 17 assistants. https://graphify.com/blog/why-graphs-beat-vectors https://graphify.com/blog/why-graphs-beat-vectors Fri, 19 Jun 2026 00:00:00 GMT Vector search finds text; graphs find structure. A look at where RAG and grep break down in a codebase, and why typed edges win for anything past a single hop. https://graphify.com/blog/grounded-answers-confidence-tags https://graphify.com/blog/grounded-answers-confidence-tags Wed, 10 Jun 2026 00:00:00 GMT Every edge in a Graphify graph is tagged EXTRACTED, INFERRED, or AMBIGUOUS, so you always know what was found versus what was guessed.