Making Honcho Cheaper Without Making Memory Worse
How I prepared Honcho as the memory provider for Hermes Agent, split its model roles, debugged DeepSeek Deriver failures, and reduced Dream costs.
Articles about automation, AI, side projects, and building digital products.
How I prepared Honcho as the memory provider for Hermes Agent, split its model roles, debugged DeepSeek Deriver failures, and reduced Dream costs.
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.
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.
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.
Why pinned binary data works on self-hosted n8n but breaks on n8n Cloud, plus the simplest ways to debug and work around it.
Building a high-performance MUA portfolio using Astro, AI Agents, and a $0 budget stack to test the limits of vibecoding.
I tested ChatGPT Atlas & Comet for a simple n8n workflow. 13 minutes, zero results. The gap between hype and reality is real.
Tried using ChatGPT Atlas to rename n8n nodes. Here’s what went wrong, what worked, and why you might want to try Comet instead!
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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