Why Generative AI Is Not the Answer to Every Problem — and How to Use It Securely What Even Is Generative AI? (And Why It’s Different From the AI You Already Know) Before we talk about misuse, we need to talk about a confusion that sits at the root of all of it. Most people […]
Read More →This guide documents the auth-host mode pattern using thomseddon/traefik-forward-auth:2 (TFA). It replaces the more complex oauth2-proxy approach that required a dual-router hack and an errors middleware to handle redirects in Traefik v3. Why traefik-forward-auth over oauth2-proxy? With Traefik v3, oauth2-proxy’s redirect pattern broke because: traefik-forward-auth issues a real HTTP 307 redirect directly from the ForwardAuth […]
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In the world of web development, we’re always looking for ways to ship faster without sacrificing quality. After spending countless hours building similar CRUD applications, admin panels, and content management systems, I decided to build something that would eliminate the repetitive parts while maintaining full control over the final output. Today, I want to share […]
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If your Proxmox virtual machine suddenly fails to boot and drops you into an (initramfs) BusyBox shell with errors like: — don’t panic. This is a very common issue and can usually be fixed in a few minutes without data loss. This guide explains why it happens and how to fix it safely. 🧠 What’s […]
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As 2025 comes to an end, I wanted to pause and reflect on what this year meant to me—what I built, what I learned, and more importantly, how my mindset around building and failure evolved. This year wasn’t about one big win.It was about momentum, experimentation, and learning to move faster without being afraid of […]
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Today was one of those days where everything that normally “just works” decides to take a vacation. Cloudflare had a pretty big outage, and suddenly all my websites were unreachable. The funny part?Everything behind Cloudflare was perfectly fine.My home server was running. My Google Cloud Run failover was running. I was down not because my […]
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We had launched ThumbGenie AI couple of months ago and it is one of our faster growing product. With the faster growth also comes more attention from unwanted vistors. We had developed the app in a secure way but had one small issue where we send welcome email to the users registering with our app […]
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If you don’t know about Inertia.js you can learn more about it at its home page https://inertiajs.com/. Its helping you to build single page applications without APIs. In summary the front end React component details shipped with the requested data to the front end avoiding the multiple network request and avoiding the running spinners. Also […]
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When you’re writing a blog post, it’s easy to focus solely on the text—getting the right words, the right message, and proper formatting. But one element that’s often underestimated is the featured image. This image shows up in previews across social media, search results, and even on your own site’s homepage, and it can make […]
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