n8n Workflow Automation

It’s 2am and your phone buzzes with a stack trace that means nothing at a glance. Somewhere in your LLM agent pipeline, something broke, and now you have to work out whether it’s a failed tool call, a context window that filled up, or the agent stuck retrying the same broken step. That’s what running… AI Agent Error Triage: How to Automatically Classify, Diagnose, and Route AI Failures

Many businesses accumulate hundreds or even thousands of PDFs, manuals, reports, policies, and internal documents over time. Add web pages, product documentation, and knowledge base articles to the mix, and finding the right information quickly becomes a challenge. Teams often waste valuable time searching through files manually or repeatedly answering the same questions. AI document… How to Build n8n AI Chat Agent with RAG, Gemini & Qdrant

Every team runs into the same problem after a meeting ends. The conversation may have been productive, decisions were made, and next steps were discussed, but someone still has to turn all of that into usable documentation. That usually means listening back to the recording, writing meeting notes, identifying action items, assigning owners, and copying… How to Automate Meeting Notes and Action Item Distribution with AI

An automated content distribution pipeline built with Dropbox, Claude, and Opus Clip works like this. A new video file uploaded to a Dropbox folder triggers an n8n workflow, which sends the file to Claude for transcript-based copywriting, routes the video to Opus Clip for short-clip generation, and then pushes the finished clips and captions out… How to Build an Automated Content Distribution Pipeline with Dropbox, Claude, and Opus Clip

Publishing ten SEO articles a month is manageable. Publishing forty is a different challenge. As your content strategy grows, so does the amount of repetitive work behind it. Finding the next keyword, generating a first draft, formatting the content, creating WordPress drafts, and keeping track of publishing status can quickly consume hours that could be… Programmatic SEO Content Generation: Build an AI-Powered Content Publishing System with n8n and WordPress

As companies increasingly rely on freelancers and contractors, keeping projects within budget becomes harder to manage manually. Payments, invoices, contractor expenses, and project costs often live across multiple systems, making it difficult to understand how much budget has been spent and what remains available. An automated n8n workflow can track freelancer payments, monitor project expenses,… How to Build a Freelancer Budget Tracking Automation Workflow in n8n