You have 47 API keys. You know where exactly zero of them are. Your secrets are scattered across a digital wasteland. One is in a .env file you’re terrified to delete. Another is buried in a 2022 Slack DM. Your AWS credentials live in a Notion page titled "stuff", and your 2FA codes are trapped on a phone you're about to trade in. When you need an API key, you experience one of two realities: y
What I Built Pup is a VS Code extension that treats your prompt like source code — you fill a form, it compiles to whatever format your model prefers. The insight behind it: LLMs aren't all trained the same way, and the format of your prompt actually matters. Model Preferred Format Claude (Anthropic) XML tags GPT-4 / GPT-5 (OpenAI) Markdown or JSON Gemini (Google) Markdown or structu
Context switching is the thing that kills me. I'm mid-conversation with Claude, figuring something out, and then I need to collect responses from a few people. So I open Typeform in another tab, build the form, copy the link, come back. By which point I've completely lost the thread of what I was thinking. So one weekend I just decided to fix it for myself. The result is MCP Forms — you describe a
Generative AI is no longer just an emerging technology. It is becoming a core business capability across software development, customer support, analytics, content generation, automation, knowledge management, and enterprise productivity. For cloud professionals, developers, data teams, and solution architects, learning Generative AI on AWS is now a high-value career move. AWS provides a growing e
A few weeks ago I was remembering an old PC game I played in my younger years and that I'd love to wander through again, listening to the soundtrack, seeing the colorful cities. On the game's subreddit, the community was talking about creating a spiritual successor and then my brain took a weird shortcut: What if I could help them speed up the development by lending the remaining tokens of my dail
Most "self-hosting" articles are basically a list of Docker Compose files. They tell you what to run. They don't tell you why the smart money is moving away from managed cloud services — or what a real production stack looks like when you do it right. The shift isn't about being cheap. It's about control. Your data. Your pipeline. Your infra. No vendor lock-in, no surprise pricing changes, no term
🚀 Automate Apache/Nginx Virtual Hosts in Seconds (No More Manual Setup!) If you're a System engineer/Administrator working with local/production servers, you already know the pain: Create project folder Write Apache/Nginx config Edit /etc/hosts Enable site Restart server Repeat. Again. And again. It’s boring, error-prone, and honestly… a waste of time. That’s exactly why I built VirtualHost Auto
The Model Context Protocol has transformed how we connect AI to tools. But connecting agents to tools is only half the battle — connecting agents to each other is where the real challenge begins. I recently read @raviteja_nekkalapu_'s excellent article "I built an AI security Firewall and made it open source because production apps were leaking SSNs to OpenAI" and it resonated deeply with challeng