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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

DeepSeek-R1 n8n Sunday Audit: 5 Step Setup

DeepSeek-R1 n8n Sunday Audit automates database security audits and log analysis on self-hosted n8n nodes using local Ollama runners. Running entirely offline, the system scans directories and alerts DevOps in 5 steps, s...

Deepak Bagada Deepak Bagada
20m read
Deep Dive AI Workflows

5 GPT-5.6 Workflows That Save 15 Hours Weekly

Discover 5 high-impact workflows using GPT-5.6 Sol, Terra, and Luna. Save 15 hours weekly on customer support triage, database planning, and compliance auditing.

Deepak Bagada Deepak Bagada
5m read
Research Breakdown AI Workflows

GPT-5.6 n8n Automation: How to Setup in 6 Steps

Step-by-step tutorial: Connect GPT-5.6 models inside n8n workflows. Learn how to route documents, parse schemas, and handle connection Gotchas.

Deepak Bagada Deepak Bagada
5m read
Deep Dive AI Workflows

DeepSeek-R1 n8n DB Audits: Build in 10 Minutes

DeepSeek-R1 n8n database audit optimizer is a locally hosted performance tuning pipeline built inside n8n. The system queries PostgreSQL slow log statistics, pulls query execution plans using database explain commands, a...

Deepak Bagada Deepak Bagada
13m read
Deep Dive AI Workflows

Gemini 2.5 Pro Video Chapters: Automate in 5 Steps

Gemini 2.5 Pro Video chapters automation is a Make.com pipeline that extracts chapter markers and timestamps from visual and audio feeds using Google Gemini 2.5 Pro. It reduces post-production work from 90 minutes to 12...

Deepak Bagada Deepak Bagada
12m read
Founder Story AI Workflows

Cursor AI IDE Enterprise Workflows: 2026 Guide

Cursor AI agentic IDE workflow for enterprise development uses the Cursor AI Composer on large monorepos to execute multi-file refactoring, test generation, and architectural updates. Software engineers and dev leads in...

Deepak Bagada Deepak Bagada
8m read
Briefing AI Workflows

Runway Gen-4 AI Video Production Pipeline Guide

The Runway Gen-4 AI video production pipeline automates asset generation and editing for content creators using the Runway Gen-4 model. It coordinates character consistency tools, video-to-video style transfers, and visu...

Deepak Bagada Deepak Bagada
8m read
Breaking AI Workflows

n8n AI Lead Generation: Build an SDR Agent in 60 Min

n8n AI lead generation and qualification uses the n8n AI Agent Node and OpenAI models to automate B2B prospect research, scoring, and CRM routing. Sales operations teams using this self-hosted workflow report cutting lea...

Deepak Bagada Deepak Bagada
8m read
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