GitHub Code Search vs Sourcegraph - Quick Comparison 2026 | Jonathan Raney
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I tested Amp Code by Sourcegraph and compared it to @Claude code by Anthropic. Same goal. Same constraints. Real code. Here’s what stood out immediately. First, AMP is not a single-model… | Raja Rao DV | 65 comments
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linkedin.com
A graph-based RAG over code solution! (100% open-source) Traditional RAG chunking fails for code because it breaks the interconnected web of dependencies, cross-file references, and structural relationships that define how code actually works. Graph‑Code fixes this, it: 1. Scans your repo 2. Builds a graph of how files, functions and classes connect 3. Lets you ask questions about that graph in plain English Key features: 🌍 Multi-language support (Python, JS, TS, Rust, Go, Java, C ) 📊 Knowledg
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Watch the full session 👉 https://memgraph.com/webinars/graphrag-for-devs Graph-Code isn't just for visualizing code as a Graph. It combines graph-based search with Claude Code-style searching. The agent decides the best approach. Surgical code replacement with AST function detection. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #GraphCode #CodeVisualization #CodeQuery #CodeEditing #AST #Claud
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