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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.

Research Breakdown AI Workflows

Make.com AI Content Marketing: The 2026 Guide

Make.com AI content marketing automation pipeline uses Anthropic Claude 3.5 Sonnet on Make.com to orchestrate an autonomous social media distribution pipeline. Marketing leads and growth hackers at startups running conte...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

Temporal Durable AI Agent Workflows in Production

Temporal durable AI agent workflows run complex, multi-step LLM pipelines within a deterministic orchestrator using Temporal AI v1.0. By using durable execution states, this setup recovers autonomously from API timeouts,...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

Lovable AI UI-to-Code Pipeline: 2026 Tutorial

Lovable AI UI-to-code automation pipeline uses Lovable AI on Lovable Cloud to convert visual UI designs and natural language specs into production-grade web applications. UI/UX designers and frontend developers bridging...

Deepak Bagada Deepak Bagada
8m read
Briefing AI Workflows

n8n AI Agent Chatbot: Resolve 70% of Support Tickets

An n8n AI agent chatbot uses the AI Agent node to connect conversational interfaces with LLMs, memory, and database tools on the n8n (v2.16+) platform. By integrating Simple Memory and custom HTTP request tools, this sup...

Deepak Bagada Deepak Bagada
9m read
Breaking AI Workflows

dbt Core Data Pipeline: Gemini 2.5 Pro Guide

A dbt Core data pipeline integrated with Gemini 2.5 Pro automates SQL model creation, schema compilation, and v1.8 unit test generation. This setup reduces the time required to build and deploy verified analytical models...

Deepak Bagada Deepak Bagada
9m read
Briefing AI Workflows

Why Sunday Is the Best Day for Autonomous AI Workflows

Sunday is the most underutilized day for automation. Learn why running your AI workflows on Sunday gives you a massive Monday morning advantage with Gemini 2.5, OpenClaw, and Make.com.

Deepak Bagada Deepak Bagada
5m read
Research Breakdown AI Workflows

Yardi Virtuoso AI Agents: Automate Property Workflows

Yardi Virtuoso AI agents, deployed within multifamily property operations, automate leasing communication, invoice processing, and unit inspections. Implementations show that these tools resolve 80% of routine leasing in...

Deepak Bagada Deepak Bagada
6m read
Deep Dive AI Workflows

TrendForge AI: Automating Social Content Pipelines in n8n

TrendForge AI is an open-source n8n workflow that automates your content machine. It monitors Hacker News, Reddit, and Perplexity for trends, generates GTM posts using OpenAI and LangChain, scores them for viral potentia...

Deepak Bagada Deepak Bagada
6m read
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