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EDITORIAL DESK ARCHIVE

AI Workflows

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

Briefing AI Workflows

How to Build an Automated Prospecting Agent with n8n and Apollo

Building an automated prospecting agent involves using n8n to orchestrate a pipeline between Apollo.io for lead discovery and Claude 3.5 Sonnet for real-time qualification. Companies using this autonomous system report r...

Deepak Bagada Deepak Bagada
3m read
Briefing AI Workflows

How to Automate E-commerce Catalog with Vision AI and Make

Automating an e-commerce catalog with Vision AI involves using a multimodal model like GPT-4o to analyze product photos and automatically generate SEO-friendly titles, descriptions, and tags. By integrating this with Mak...

Deepak Bagada Deepak Bagada
3m read
Founder Story AI Workflows

How to Build Agentic Security Ops for Automated Remediation

Agentic Security Ops is a framework that uses autonomous AI agents—typically powered by GPT-4o or Gemini 1.5 Pro—within orchestration platforms like n8n to investigate security alerts and execute remediation steps. By mo...

Deepak Bagada Deepak Bagada
4m read
Breaking AI Workflows

How to Build an Autonomous Support Swarm in 120 Minutes

An autonomous support swarm uses n8n and LangChain to coordinate multiple specialized AI agents that resolve customer queries without human triage. By assigning tasks to specialist agents for technical, billing, and acti...

Deepak Bagada Deepak Bagada
4m read
Briefing AI Workflows

NVIDIA Nemotron 3 Ultra Powers Long-Running Agent Workflows

NVIDIA released Nemotron 3 Ultra, a 550-billion parameter mixture-of-experts model with only 55 billion active parameters per token, optimized specifically for long-running agent orchestration workloads. The model uses h...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

Google AI Overviews Face Landmark Liability Ruling in Germany

A German regional court in Munich found Google directly liable for false claims in AI-generated overviews, ruling that Google cannot hide behind platform liability protections when its AI model generates false statements...

Deepak Bagada Deepak Bagada
8m read
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
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