Articles about automation, AI, side projects, and building digital products.
I flew to Berlin for n8n In The Loop 2026, n8n's first conference. Notes on meeting the ambassador team in person, how Mercedes-Benz, Microsoft and SAP run n8n at scale, and what I am changing in my own client setups.
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Why I built n8n-nodes-jev-classification for TypeSafe AI's Jev, how confidence-based routing works, and what I learned shipping it to npm.
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A practical look at n8n Gateway Credits, who they help, where they are available, and when I would still use my own provider credentials.
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The most common mistakes teams make when handling binary files in n8n, including pinned data, property names, content types, and durable storage.
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A practical client reporting automation pattern using n8n, scheduled data pulls, Google Sheets, summaries, and delivery checks.
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A practical way for Indonesian teams to choose between self-hosted n8n and n8n Cloud based on cost, control, compliance, operations, and team capacity.
ReadA practical guide to using self-hosted n8n for privacy-conscious automation, data control, auditability, and EU-friendly workflow design.
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How I prepared Honcho as the memory provider for Hermes Agent, split its model roles, debugged DeepSeek Deriver failures, and reduced Dream costs.
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Why context compaction and fresh sessions make AI coding agents forget your project, and how tools like Lexa and Uteke could reduce the cost of re-teaching them every day.
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How tinkering with n8n to automate my day job led to publishing 50+ workflows, unexpected opportunities from Spain, and becoming an official n8n Ambassador for Indonesia.
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How I used Claude developer mode with GPT-5.5 to redesign an n8n PDF workflow, fix messy HTML output, and turn AI-generated data into a cleaner A4 report.
Read Why pinned binary data works on self-hosted n8n but breaks on n8n Cloud, plus the simplest ways to debug and work around it.
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Building a high-performance MUA portfolio using Astro, AI Agents, and a $0 budget stack to test the limits of vibecoding.
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I tested ChatGPT Atlas & Comet for a simple n8n workflow. 13 minutes, zero results. The gap between hype and reality is real.
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Tried using ChatGPT Atlas to rename n8n nodes. Here’s what went wrong, what worked, and why you might want to try Comet instead!
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My journey from feeling overwhelmed by n8n to building powerful automations like crossposting apps, WordPress content generation, and family expense tracking bots.
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