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EDITORIAL DESK ARCHIVE

AI Workflows

Step-by-step production AI workflow architectures, event loops, and agent orchestration for builders.

Founder Story AI Workflows

The 171% ROI Benchmark: Why AI Automation Delivers in 2026

n8n Agentic Lead Enrichment is a sales workflow that uses n8n to pull data from Clearbit and routes it to GPT-4o. The AI agentically decides if the lead fits your Ideal Customer Profile and generates a hyper-personalized...

Deepak Bagada Deepak Bagada
5m read
Deep Dive AI Workflows

Beyond Transactional AI: Emotional Intelligence Workflows in 2026

The Inflection Pi Digital Confidant workflow uses the Inflection Pi API integrated with Slack to provide emotionally intelligent career coaching to employees. It agentically decides when to offer advice, listen empatheti...

Deepak Bagada Deepak Bagada
5m read
Research Breakdown AI Workflows

E-commerce Dynamic Pricing with Claude Fable 5 and n8n

E-commerce dynamic pricing with Claude Fable 5 and n8n enables Shopify stores to automate price changes based on competitor data, inventory levels, and COGS. By using agentic reasoning to adjust prices every 4 hours, bra...

Deepak Bagada Deepak Bagada
9m read
Deep Dive AI Workflows

Beyond MCP: Why A2A is the Missing Link for Multi-Agent Workflows

The A2A (Agent-to-Agent) protocol is a horizontal communication standard that allows AI agents from different frameworks to discover, delegate, and collaborate on tasks. Unlike the Model Context Protocol (MCP), which con...

Deepak Bagada Deepak Bagada
4m read
Founder Story AI Workflows

How to Build an n8n 3-in-1 AI Automation Suite in 90 Minutes

The n8n 3-in-1 AI Automation Suite uses Claude 3.5 Sonnet and Gemini 1.5 Pro across 81 interconnected n8n nodes to run a content factory, customer intelligence engine, and campaign orchestrator from one instance. A 3-per...

Deepak Bagada Deepak Bagada
6m read
Founder Story AI Workflows

n8n-claw Self-Hosted AI Agent Setup in 30 Minutes

n8n-claw is a self-hosted AI agent built entirely inside n8n that uses Claude API for reasoning, PostgreSQL for persistent memory with vector search, Telegram as the chat interface, and SearXNG for private web search. It...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

How to Build n8n Workflows with Claude Code in 20 Minutes

Building n8n workflows with Claude Code means using the n8n-mcp server (czlonkowski, v2.57.1) to give Claude Code direct access to 1,851 n8n nodes through the Model Context Protocol. Developers cut weekly workflow mainte...

Deepak Bagada Deepak Bagada
8m read
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