Knowledge hub

Learn. Build. Automate Smarter.

Discover insights, tutorials, and real-world examples from AWM - covering AI engineering, automation strategy, and launches that help businesses scale faster.

Trusted by innovative teams automating with AI to work smarter, scale faster, and achieve real impact.

Featured

Spotlight resource

1 / 2

All resources

Explore the full library

The Ultimate Guide to Self-Hosting n8n on AWS EC2YouTube
VideoVideo tutorial

The Ultimate Guide to Self-Hosting n8n on AWS EC2

Deploy a production-ready n8n instance on AWS EC2 with Docker and GoDaddy DNS so you can run powerful automation workflows on your own infrastructure.

n8nDevOpsTutorial
Watch on YouTube
Build an AI Chatbot to Manage AWS EC2 Instances with n8n & GPT-4YouTube
VideoVideo tutorial

Build an AI Chatbot to Manage AWS EC2 Instances with n8n & GPT-4

Create an AI-powered chatbot that can start, stop, reboot, and terminate AWS EC2 instances using n8n orchestration and GPT-4 - no code required.

AI Agentsn8nCloud
Watch on YouTube
How to Create AI Chatbot in Slack with n8n & GPT 4.1YouTube
VideoVideo tutorial

How to Create AI Chatbot in Slack with n8n & GPT 4.1

Launch a Slack assistant that answers questions using OpenAI and your internal data sources, orchestrated entirely inside n8n.

AI AgentsSlackTutorial
Watch on YouTube
Qwen-3-Max-Preview ExplainedYouTube
VideoVideo briefing

Qwen-3-Max-Preview Explained

Break down Alibaba's flagship 1-trillion-parameter AI model, its 262K token context window, and what it unlocks for enterprise builders.

AI ModelsResearch
Watch on YouTube
Mastering AI Prompting Skills for Effective CommunicationYouTube
VideoVideo tutorial

Mastering AI Prompting Skills for Effective Communication

Learn practical prompt engineering patterns to write better instructions and get higher fidelity responses from AI systems.

Prompt EngineeringAI Literacy
Watch on YouTube
Introducing FastVLM: Apple's Next-Gen Vision Language ModelYouTube
VideoVideo briefing

Introducing FastVLM: Apple's Next-Gen Vision Language Model

Explore Apple's FastVLM hybrid encoder that delivers up to 85x faster time-to-first-token with smaller model footprints.

Vision AIResearch
Watch on YouTube
Automate AI Image Generation & Google Cloud Storage UploadYouTube
VideoVideo tutorial

Automate AI Image Generation & Google Cloud Storage Upload

Combine n8n, DALLE 3, and Google Cloud Storage to automate generating, storing, and managing creative assets without manual steps.

AutomationMedian8n
Watch on YouTube
Free PDF Generator from Markdown in n8nYouTube
VideoVideo tutorial

Free PDF Generator from Markdown in n8n

Generate professional PDFs in n8n using only Google Drive - no paid converters, external services, or third-party libraries required.

Productivityn8nTutorial
Watch on YouTube
Automated Expense Tracking & Reporting for Finance Teams with n8nYouTube
VideoVideo tutorial

Automated Expense Tracking & Reporting for Finance Teams with n8n

Build an automated workflow using n8n, GPT, and Google Workspace to process trip receipts and generate structured claim reports with zero code.

FinOpsn8nTutorial
Watch on YouTube
RAGAS Explained: Measuring RAG System QualityYouTube
VideoVideo briefing

RAGAS Explained: Measuring RAG System Quality

Understand faithfulness, precision, and recall in the RAGAS framework so you can evaluate and improve retrieval-augmented generation pipelines.

RAGEvaluation
Watch on YouTube
How to Create AI Chatbot in Telegram with n8n & GPT 4.1YouTube
VideoVideo tutorial

How to Create AI Chatbot in Telegram with n8n & GPT 4.1

Launch a Telegram AI assistant for HR, IT support, customer service, or any custom use case in around 15 minutes with n8n.

AI Agentsn8nTutorial
Watch on YouTube
RAG Explained with n8n Chatbot DemoYouTube
VideoVideo tutorial

RAG Explained with n8n Chatbot Demo

See Retrieval Augmented Generation in action with a live n8n chatbot demo and learn how to apply RAG patterns to your own workflows.

RAGn8nTutorial
Watch on YouTube
Blog8 min read

Automation blueprint for multi-agent orchestration

A practical guide for rolling out AI agents with fallback paths and audit trails.

AI EngineeringGovernance
Read More
Blog6 min read

Designing proactive observability for automation data flows

Patterns and tooling to keep automation pipelines reliable at scale.

CloudObservability
Read More
Blog7 min read

How to align AI projects with business KPIs

A scorecard template for mapping automation efforts to measurable business outcomes.

Strategy
Read More

Ready to turn these ideas into action?

Let’s design and deploy an AI system that accelerates your business outcomes.