AI Workflows & Agentic Architecture Directory

LangGraph vs n8n is an architectural choice between code-driven state charts and visual node pipelines. LangGraph compiles python-based state charts with checkpointing for deep loops, while n8n provides a visual canvas w...

LLM Memory with Mem0 is an architecture where AI agents use GPT-4o and SQLite v3.45 to store and recall user profiles. This local-first persistent memory reduces token consumption by sixty-five percent and improves retri...

CrewAI vs LangGraph is an architectural choice between role-based agent teams and state-chart graphs to coordinate language models. CrewAI assigns backstories, goals, and sequential tasks to coordinate agents, whereas La...

LangGraph Human-in-the-Loop is a stateful design pattern that compiles Python graphs with interrupt gates to pause autonomous operations. The system intercepts the graph execution before database modifications, routes ap...

Build MCP Servers with FastMCP is the process of using Anthropic's high-level Python framework to expose local databases, custom APIs, and terminal utilities to agentic clients like Claude Code. This approach connects lo...

Connecting n8n to MCP allows terminal agents like Claude Code to execute visual workflows by wrapping n8n webhooks in a FastMCP server. This integration standardizes custom API wrappers, reducing deployment time from six...

Browser Use AI Agent is an open-source automation library combining Playwright with LLM vision to run multi-step web tasks without static selectors. The agent acts by navigating pages, reading DOM elements, and invoking...

AI Guardrails Sunday Setup configures Llama Guard and NeMo Guardrails to secure system tools. Inspecting prompts and blocking token injections, the middleware checks prevent 5 security risks, saving security teams 10 hou...

ElevenLabs Voice Sunday Agent routes inbound customer calls to low-latency voice assistants. Integrating Twilio and speech-to-text models, the bot answers FAQs and schedules 10 appointments, saving team members 15 hours...

Clay n8n Enrichment Sunday implements automated lead scoring pipelines. Scraping hiring metrics and company tech profiles, the system rates and qualifies 100 outbound prospects, saving growth marketers 18 hours weekly.

Gumloop Automation Sunday constructs visual drag-and-drop support ticket triage charts. Reading email webhooks and scoring sentiment, the pipeline classifies and routes 50 tickets autonomously, saving support managers 10...

OpenAI Agents SDK Sunday setup configures 3 autonomous sales enrichment agents with native routing. Deploying tool callers and memory layers, the SDK implements CRM updates in 6 steps, saving operations engineers 20 hour...