Blog
Local-First Documentation: What It Is and Why Your AI Agent Needs It
Local-first documentation indexes docs locally and serves them to AI agents without cloud dependency — eliminating rate limits, version mismatches, and privacy risks.
Version-Specific Documentation: Why Your AI Coding Assistant Gets It Wrong
AI coding assistants mix API versions from training data, giving you confident but wrong suggestions. Here's why it happens — with concrete examples from the Vercel AI SDK.
Getting Started with @neuledge/context
A step-by-step tutorial for setting up @neuledge/context — the local-first MCP documentation server that gives your AI coding assistant accurate, version-specific docs.
Building AI Agents That Don't Hallucinate: A Practical Architecture Guide
Hallucinations aren't a bug you can patch. Learn the 4-layer grounding architecture that connects your AI agent to authoritative data and eliminates fabricated answers.
I Built a Context7 Local-First Alternative With Claude Code
I've been using Context7 as an MCP server for months. When they slashed the free tier, I built my own local-first alternative. Here's how it happened.
Top 7 MCP Alternatives for Context7 in 2026
AI coding assistants have a blind spot: their training data is months or years out of date. Here are the top Context7 alternatives worth evaluating in 2026.
The need for preprocessing CSV files for LLMs and ChatGPT
Uploading a CSV file to LLM might be challenging for the language model to understand. To address this, refining your data structure is necessary for optimal comprehension.
Work 20% faster by teaching ChatGPT to understand your business
Uncover the secret to fine-tuning OpenAI's Chatbot to enhance its industry-specific understanding, helping you work faster and smarter.
Make ChatGPT work for you with Neuledge!
Enhance your workflow with AI! Neuledge offers a free, easy-to-use tool to help you customize ChatGPT based on your needs.