Workflow Research & Data

Original research on AI workflow automation patterns, agent architectures, and prompt chaining strategies for workflow builders.

Workflow Automation Patterns

30 workflow automation patterns for AI pipelines including sequential, fan-out, retry, circuit-breaker, and saga patterns with use cases and complexity ratings.

AI Workflow Architectures

Analysis of architecture patterns across 100 open-source AI agent repositories: chain, DAG, loop, tree, event-driven, and reactive patterns.

Related Resources

Guides · Blog · Workflow Builder

Written by Michael Lip | workflow research at ClaudFlow

Agent Pattern Library - 12 Agentic AI Design Patterns with Templates

Searchable catalog of 12 agentic AI design patterns: ReAct, Plan-Execute, Reflection, Tool-Use, Multi-Agent, Chain-of-Thought, Tree-of-Thought, and more. Each with flow diagrams, pseudocode, pros/cons, and use cases. ...

Claude Use Case Gallery - Searchable Implementation Library & Architecture Diagrams

Browse 30+ Claude implementation patterns with architecture diagrams. Search by industry, use case type, and complexity. Explore customer support bots, code reviewers, data pipelines, and more. Free, no sign-up.

How BeLikeNative Uses Claude Sonnet 4.6 for AI Text Humanization

Deep dive into how BeLikeNative integrates Claude Sonnet 4.6 to humanize AI-generated text. Covers the multi-agent pipeline, prompt engineering strategies, and quality benchmarks for natural-sounding content.

Multi-Agent Orchestration Patterns - 8 Proven Architectures

Explore 8 proven multi-agent orchestration patterns: fan-out, pipeline, supervisor, consensus, blackboard, event-driven, map-reduce, and hierarchy: with animated Canvas diagrams, Python code templates, and real-world use cases for each.

By the same builder: GitHub: theluckystrike BeLikeNative: Grammar AI EarlyThunder: Dev Blog Bug Bounty Reality Zovo: AI Dev Tools