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n8n, LangChain, and RAG: A Developer's Guide

Table of Contents

1. Introduction
2. n8n - Workflow Automation
3. LangChain - LLM Application Framework
4. RAG - Retrieval-Augmented Generation
5. Integration Patterns

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An Interview with Gemini: The Future of Software Development and Developers Amidst AI's Breakthrough Improvements

The next decade will witness a significant evolution in the developer landscape, driven primarily by the pervasive integration of Artificial Intelligence (AI) across all industries. Here's a projection based on your insightful questions.

Enduring Developer Roles

While AI will automate many repetitive tasks, the core need for human creativity, problem-solving, and strategic thinking in software development will remain. Therefore, the following roles will continue to be in high demand, though their responsibilities will evolve:

• Software Engineers (Generalists and Specialists): The fundamental role of building and maintaining software systems will endure. However, the focus will shift more towards architectural design, system integration, and leveraging AI tools rather than just writing boilerplate code.

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Next.js 15 + Clerk Template

A starter template to skip the boring setup and start building features

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The Problem

Starting a new project means spending days on setup: authentication, UI components, testing, linting. By the time you're done, you're tired of the project before building any actual features.