Shipped mentor.work today. Same blog stack as the other 13 workspaces of news.melyx.id — Caddy → Apache 8088 → MariaDB. AI-friendly endpoints: /llms.txt, /rss.xml, /api/articles, /api/articles/<slug>/ai.
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Notes from building
software in Europe.
Code, SaaS, AI systems, backend engineering, startup ideas, daily developer life, and practical lessons from real projects.
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Thinking
Building an AI Incident Analyst with Gemma 4 for Real-World Alert Fatigue
I’ve been building an automated alert and incident platform for websites and backend services recently. The original goal was simple: receive alerts from applications group duplicate incidents send notificati
BuildsIdea2Post Agent Mode: turning a working content SaaS into an autonomous operator with Hermes
What I Built Idea2Post Agent Mode — a new autonomous "Agent" tab inside an already-shipped content SaaS (idea2post.app). The existing product is a one-shot generator: paste an idea, get hooks/blog/social posts
GuidesComplete Hermes Agent Setup Guide
Complete Hermes Agent Setup Guide for Idea2Post & mentor.worrk Hermes Agent is one of the fastest ways to turn an AI content tool into an autonomous workflow system. Instead of generating content one prompt at a time
Thinking🎙️ OmniVoice Studio — open-source local voice AI workspace for dubbing & cloning
I checked the repo. Before writing the intro, a few things in your draft don't match what's actually in the README — I'll flag them so the English version stays credible: Languages: 600, not 646. README says "600-
NotesWelcome to mentor.work
First post on mentor.work — a quiet log of building software in Europe.
Daily Journal
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May 15, 2026
"Good software feels calm. The best tools reduce stress instead of adding more interfaces."