Notes from inside the workflows.
Thirteen pieces on automation as it actually runs in a business — self-hosting, integration, AI agents, and the industries where each of these patterns earns its keep. Grouped by what you are trying to do rather than when they were written.
Running the platform
3 pieces
Self-hosting n8n: security, performance and scale
Docker deployment, security hardening, database tuning and the scaling decisions that matter once workflows carry production load.
n8n self-hosted best practices
Running n8n locally: Docker setup, backup strategy, and the performance work that keeps a local instance usable.
Mastering webhook integrations with n8n
From receiving a webhook to building a bidirectional integration — authentication, error handling and what breaks in production.
AI agents
2 pieces
Building AI agents with n8n, from chatbots to autonomous workflows
How an LLM-powered agent gets wired into a workflow that has consequences — and where the review gates belong.
The MCP protocol with n8n
What the Model Context Protocol changes about connecting an AI system to the tools it needs, with practical implementations.
Customer data & revenue
3 pieces
CRM integration: connecting customer data across every platform
Syncing HubSpot, Salesforce, Pipedrive and custom CRMs into one view, so the record stops disagreeing with itself.
Eight marketing workflows that drive revenue growth
Automating the funnel end to end — lead nurture through to social — and which parts are worth the build.
Automated reporting dashboards that drive decisions
ETL pipelines and real-time dashboards that turn raw operational data into the number someone acts on.
By industry
4 pieces
Five workflows that save eCommerce stores ten hours a week
Order processing through abandoned cart recovery, with the time each one actually gives back.
Automating medical workflows and patient care
Patient onboarding, appointment reminders and records handling, built to stay inside HIPAA.
Banking, accounting and compliance workflows
What automation looks like in a regulated environment, where the audit trail is part of the deliverable.
Six real-estate workflows that close more deals
Lead management, listings, client follow-up and transaction handling for agents who are never at a desk.
Choosing a tool
1 pieceBuilding something that needs one of these patterns? Describe the manual process and you will get a straight answer on whether it is worth automating.