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Breaking AI Workflows

Codex Agency Governance Pipeline with Cost Controls

A Codex agency governance pipeline enforces token budgets per agent, requires human approval gates for high-cost actions, and generates audit trails for compliance. A Governance Agent monitors consumption in real time an...

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

Pi Crew Research-Driven Development Pipeline

The Pi Crew Research-Driven Development pipeline uses a 5-phase workflow for building research-backed features with autonomous agents. The Explore phase scouts the codebase for relevant patterns. Analyze researches best...

Deepak Bagada Deepak Bagada
3m read
Briefing AI Workflows

Pi Dynamic Workflows with JS Orchestration Scripts

Pi dynamic workflows with JavaScript bring Claude Code-style dynamic orchestration to Pi CLI for adaptive task execution. Write JS scripts using agent, parallel, pipeline, and phase primitives to define the workflow stru...

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

n8n Multi-Agent Email Support Orchestration

An n8n multi-agent email pipeline routes incoming support tickets through 5 specialist agents operating in sequence. The Triage agent classifies intent and urgency level. Research searches knowledge base and past tickets...

Deepak Bagada Deepak Bagada
3m read
Research Breakdown AI Workflows

Hermes Kanban Video Production Pipeline Guide

The Hermes Kanban video pipeline uses 4 agent profiles on a kanban board to produce AI-generated videos from script to final cut. The Director writes the script and storyboard with scene descriptions. The Cinematographer...

Deepak Bagada Deepak Bagada
8m read
Research Breakdown AI Workflows

n8n 7-Agent VORTEX Pipeline for Enterprise Data

The n8n VORTEX pipeline is a 7-agent architecture where each agent specializes in one data processing phase from validation through extension. A Supervisor coordinates via Call n8n Workflow pattern, evaluates each phase...

Deepak Bagada Deepak Bagada
3m read
Founder Story AI Workflows

n8n Multi-Agent Content Research and Writing Pipeline

An n8n multi-agent content pipeline uses the Call n8n Workflow pattern to orchestrate specialist sub-agents in sequence. A Supervisor receives a brief, decomposes it into research, outline, writing, and SEO optimization...

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

Pi Taskflow Declarative DAG Workflows with Resume

Pi Taskflow is a zero-dependency Pi extension for declarative multi-phase DAG workflow orchestration with dynamic fan-out and cross-session resumable runs. It ships 18 built-in agents across 6 model roles with a JSON DSL...

Deepak Bagada Deepak Bagada
8m read
Founder Story AI Workflows

n8n Multi-Agent RAG with Dynamic Source Routing

An n8n multi-agent RAG with dynamic source routing uses a Router agent that evaluates each incoming query to determine the optimal retrieval strategy from five sources. The Router analyzes intent, compares available sour...

Deepak Bagada Deepak Bagada
8m read
Briefing AI Workflows

Claude Code Agent Teams for PR Review Pipeline

Claude Code Agent Teams enable a sequential pipeline where agent teams run in sequence each focused on a specific review dimension. The orchestrator evaluates findings at each handoff and decides to block the PR, issue a...

Deepak Bagada Deepak Bagada
8m read
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