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PRODUCTION BLUEPRINTS

AI Workflows & Agentic Architecture Directory

Step-by-step guides, automation pipelines, and production blueprints for building multi-agent systems, RAG pipelines, and enterprise AI workflows.

Founder Story Agentic AI

CrewAI Multi Agent Hierarchical: Build Loop in 2026

Crewai multi agent hierarchical workflows structure complex process automation by running Python v3.11 tasks under a central manager agent using OpenAI GPT-4o. This orchestration pattern replaces direct agent-to-agent co...

Deepak Bagada Deepak Bagada
13m read
Deep Dive Agentic AI

DeepSeek R1 Local Agents: Run Ollama in 6 Steps (2026)

Deepseek r1 local agents run Ollama v0.1.48 and LangChain v0.3.0 on a local workstation to coordinate offline reasoning tasks using open-weight models. Unlike API-dependent setups, this architecture uses Llama.cpp to pro...

Deepak Bagada Deepak Bagada
13m read
Founder Story AI News

Custom MCP Server Postgres: Build in 20 Minutes (2026)

A custom MCP server postgres database connection is a local or remote gateway that exposes secure, read-only SQL functions to Model Context Protocol clients like Claude Code. By mapping database schemas to structured too...

Deepak Bagada Deepak Bagada
12m read
Briefing Agentic AI

Composio Tool Calling Agents: Connect 100+ APIs (2026)

Composio tool calling agents integration is a development framework that connects terminal agents like Claude Code v2.1 and OpenAI models to third-party applications via the Composio SDK v0.4.0. The framework provides a...

Deepak Bagada Deepak Bagada
13m read
Deep Dive Agentic AI

CrewAI Market Research: Build Agent Loop in 2026

Crewai market research workflows automate competitive data collection by running Python v3.11 tasks with Firecrawl v1.2.0 and CrewAI Python v0.40.0 under the coordination of OpenAI GPT-4o. This loop collects raw target U...

Deepak Bagada Deepak Bagada
20m read
Briefing Agentic AI

Claude Code vs Cursor: 2026 Verdict

Claude code vs cursor represents the evaluation of a terminal-based agentic command line interface versus an AI-native integrated development environment editor for software engineering. In developer workflows, this comp...

Deepak Bagada Deepak Bagada
16m read
Founder Story AI Workflows

Build Self Healing n8n Workflows: 6 Steps (2026)

Build self healing n8n is an automated system that connects n8n v1.52.0 workflows with the Claude Code CLI v0.2.0 terminal agent to detect execution failures, diagnose the root cause, and deploy corrected code blocks in...

Deepak Bagada Deepak Bagada
13m read
Deep Dive Agentic AI

Build MCP Server for Cursor: 5 Steps to Setup (2026)

Build mcp server for Cursor integration is a local communication gateway that exposes custom development tools directly to the editor's workspace agent via standard input and output channels. By executing code schemas de...

Deepak Bagada Deepak Bagada
15m read
Research Breakdown Agentic AI

Build a LangGraph Customer Agent: 7 Steps (2026)

Build a LangGraph Customer Agent is a Customer Support workflow that integrates LangGraph JS v0.2.0 and Zendesk API v2 to automate ticket analysis, classification, and response drafting. Operating on Node.js v20 and Type...

Deepak Bagada Deepak Bagada
15m read
Research Breakdown Agentic AI

Build a LangGraph Code Review Agent: 5 Steps (2026)

Build a LangGraph Code Review Agent is a Developer Tools workflow that integrates LangGraph Python v0.2.0 and GitHub Actions v2 to automate pull request analysis, classification, and review comment drafting. Operating on...

Deepak Bagada Deepak Bagada
15m read
Deep Dive AI News

Browser Use Playwright Integration: 2026 Guide

Integrating Browser Use with Playwright allows AI agents to control custom browser contexts, managing persistent cookies, proxy servers, and anti-bot headers. This integration eliminates brittle CSS/XPath selector mainte...

Deepak Bagada Deepak Bagada
13m read
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