Gnbly is now https://t.co/E5cGbgIPAI. Our AI phone calls sound a lot more realistic with a lot lower latency now. Give 814-300-0006 a call to see for yourself. It can also navigate phone menus. Anyone run a complex #IVR? Can I have Natter to give it a call? #buildinpublic
Level 3 - GraphDB 🕸️
But LSP is just for local context, monorepo. The holy grail is AI that sees your ENTIRE codebase as a GRAPH. 🤯
Imagine every function, class, and dependency as a node. The AI can instantly analyze the connections to understand the full impact of any change.
It can finally answer: "If I change this, what actually breaks?"
@DevinAI might have this, @Sourcegraph might be working on this.
🔥Hot take: ClaudeCode is great but also kinda dumb.
Not in its ability to write code, but in its understanding of your codebase.
Right now, most are just super-smart parrots working with raw text. But the next 2 levels of AI coders are about to change everything.🧵
Level 2 - LSP⚡️
The next step is AI that uses the Language Server Protocol (LSP)—the same magic your IDE uses for autocomplete and error-checking.
This means the AI will know what functions are real, where they're defined, and how they're used. No more made-up functions. @OpenCode_AI does this. Claude Code has some MCPs that supports this.