Skip to main content
Subscribe
PRODUCTION ARCHITECTURE

Production AI Workflows & Multi-Agent Blueprints

Production AI workflows are deterministic, stateful orchestration patterns where autonomous agents perceive context, execute verified tools, manage DAG graphs, and automatically recover from API failures.

Explore runnable, multi-file code architectures for LangGraph, CrewAI, Temporal, and vector stores—benchmarked for token economy, sub-100ms state recovery, and zero token waste.

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
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
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
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
Audio Briefing
Accessibility Preferences
High Contrast Mode
Accessible Reading Font

Keyboard Shortcuts

Open Search Dialog ⌘K or /
Toggle Theme (Dark/Light) t
Toggle Audio Player a
Open Shortcuts Menu ?
Close Active Dialog Esc

Cookie & Privacy Preferences

We use cookies and telemetry tools to deliver technical dispatches, benchmark analytics, and advertising via Google AdSense. Review our Privacy Policy.