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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
Breaking Agentic AI

Codex OMX Autopilot for Multi-Agent Development

Codex OMX Autopilot transforms Codex CLI into a multi-agent platform with 30 specialized agents and 39 workflow skills with automatic verify-fix loops for quality assurance. The verifier judges each agent output against...

Deepak Bagada Deepak Bagada
8m read
Breaking Agentic AI

Claude Orchestration Plugin with Semantic Routing

The Claude Orchestration Plugin adds semantic routing by converting task descriptions into embeddings and comparing against agent capability embeddings using cosine similarity scores. The Router evaluates intent against...

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
Breaking Agentic AI

Hermes Kanban Multi-Agent Swarm for Campaigns

A Hermes Kanban multi-agent swarm is a durable SQLite-backed task board where multiple Hermes agent profiles collaborate on work items simultaneously. Each task is a database row with status, assignee, and priority field...

Deepak Bagada Deepak Bagada
9m read
Founder Story LLMs

Hermes Concurrent GPU Workers for Parallel Inference

Hermes concurrent GPU workers run parallel agent workloads on GPU hardware using multi-profile architecture for maximum throughput. Each worker is a full OS process with dedicated GPU memory and CUDA context isolation. A...

Deepak Bagada Deepak Bagada
8m read
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