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langgraph-dev-navigator
botingw June 16, 2025
23 copies 0 downloads
An opinionated development framework for building production-ready AI agents with LangGraph. It grounds AI coding assistants (Cursor, Windsurf, Cline) and guides them to use local, official documentation, ensuring reliable, secure, and observable agentic workflows.
Agent Definition
[](https://mseep.ai/app/botingw-langgraph-dev-navigator)
- For bug report, use issues
- For real-time chat, community support, and to share your ideas, [Join our Discord](https://discord.gg/j7hqkas36K)
- Have specific feedback or want a personal demo? [Book a Chat on my Calendar](https://calendar.app.google/xx3S3CuKSBAt9d9Y7)
# LangGraph-Dev-Navigator: Build Reliable AI with Grounded Assistants
AI coding assistants are powerful, but their general knowledge can be outdated or lead to plausible-but-incorrect code ("hallucinations"). This repository addresses that by providing a framework to ground an AI assistant in the **executable truth** of a specific, version-controlled codebase.
The goal is to create a development environment where AI-generated code is more reliable, robust, and aligned with project-specific best practices.
## A Developer's Workflow: Before and After
This framework is designed to transform your daily development experience.
### Before: The Standard AI Assistant Workflow
1. **The Prompt:** A developer asks a generic AI assistant: "Show me how to add memory to a LangGraph agent."
2. **The AI's Response:** The AI, relying on its vast but general training data, generates a plausible-looking code snippet. However, the snippet might use a function that was deprecated two months ago, or instantiate a class with parameters that are subtly incorrect for the `langgraph` version you're using.
3. **The Debuging Cycle:** The code fails to run. The developer copies the error message back to the AI, starting a lengthy back-and-forth conversation to debug the AI's own hallucinated code.
4. **The Result:** The developer loses time and trust, doing manual debugging that the AI was supposed to prevent.
### After: The Grounded Assistant Workflow
1. **The Prompt:** A developer asks the `LangGraph-Dev-Navigator` assistant: **"How do I add persistence to mComments
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