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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.

Breaking Agentic AI

Pi Crew Adaptive Multi-Agent Teams with Worktree Isolation

Pi Crew adaptive multi-agent teams with worktree isolation orchestrates autonomous Pi workflows with durable disk-persisted state and parallel execution across isolated environments. A planner agent determines optimal su...

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

Codex CLI MCP Multi-Agent Software Delivery Pipeline

A Codex CLI MCP multi-agent pipeline exposes Codex CLI as an MCP server orchestrated with the OpenAI Agents SDK. A Project Manager decomposes your goal into requirements and test documents then enforces gated handoffs ac...

Deepak Bagada Deepak Bagada
9m read
Founder Story AI Workflows

Claude Code Dynamic Workflows for Security Audits

Claude Code dynamic workflows for security audits let you run codebase-wide security reviews by having Claude write a JavaScript orchestration script that fans work across 16 concurrent subagents. Each subagent gets a fo...

Deepak Bagada Deepak Bagada
9m read
Deep Dive Agentic AI

Pi Flows YAML DAG Multi-Agent Orchestration Guide

Pi Flows YAML DAG multi-agent orchestration is a Pi Coding Agent extension defining reusable YAML DAG workflow templates where each step connects to an isolated agent session with scoped tools. A Flow Architect agent ana...

Deepak Bagada Deepak Bagada
3m read
Research Breakdown AI Workflows

n8n GPT-4o Vision Scraper: Fixing Broken Selectors with Visual AI

The n8n GPT-4o Vision Scraper is a data and analytics workflow that uses the GPT-4o Vision model and Firecrawl to automate resilient web scraping. It saves organizations over 200 hours monthly by replacing fragile CSS se...

Deepak Bagada Deepak Bagada
9m read
Founder Story LLMs

Microsoft Copilot Persistent Memory: Cut Prep Time by 80%

Microsoft Copilot persistent memory, configured with Mem0 as the external context layer, allows AI agents to retain task priorities and project history for over 12 months. Teams using this setup report cutting daily coor...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

How to Build Self-Correcting RAG Pipelines with LangGraph

Building self-correcting RAG pipelines with LangGraph involves creating a cyclic state machine that evaluates retrieved documents, rewrites failed queries, and triggers web search fallbacks. By using an agentic loop inst...

Deepak Bagada Deepak Bagada
8m read
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