3d ago · 5 min read · Month 3 was supposed to go a specific way. Docker basics, Docker Compose, advanced Git, GitHub Actions. Four weeks, clean progression, move on to Month 4. It did not go that way. The Plan After two mo
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3d ago · 24 min read · There is a particular kind of frustration that comes from staring at a dashboard whose numbers are already fifteen minutes old. You know something is happening in your system right now — orders are fl
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6d ago · 9 min read · I wanted to see how easy / difficult it would be to build a SaaS tool. I was also interested in how document formatting can affect LLM performance, both in overall effectiveness and in token efficienc
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May 26 · 7 min read · Every Australian bank transfer requires a BSB number — a 6-digit code identifying the bank and branch. There are over 16,750 active BSB codes, and the existing lookup tools were either clunky, ad-ridd
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May 24 · 8 min read · I started this project thinking it would take a month. It took closer to five or six. Not because video calls are hard — WebRTC tutorials are everywhere. But because the moment you add a real-time ML
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May 18 · 4 min read · If you're wondering why we've built this on a local-first architecture, check out the first part of this series here. The most common hurdle in the world of AI isn't the technology—it’s the friction
Join discussionMay 18 · 9 min read · AI agents are becoming more than just chatbots. A chatbot usually responds to a user’s question. But a real AI agent can connect with tools, analyze data, remember context, and perform useful tasks ac
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