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1h ago · 20 min read · Virtual machines are a great way to isolate applications, but managing the lifecycle of a VM is often done manually. In this post, I am going to show you how to manage an entire VM using Vagrant. By t
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3h ago · 6 min read · We all know that LLM backed agents scale at on demand execution. They perform well when prompted, execute tasks and return results almost instantly. But not all business all problems are request-drive
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12h ago · 14 min read · A local Binance Spot order book can look healthy at the top and still be structurally wrong underneath. Not “a little bit noisy”. Not “slightly delayed”. Wrong in the way that only shows up when you s
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4h ago · 23 min read · Teams don’t lose data—they lose reasoning. A team selects Site 7. The system logs it. But six months later, no one remembers why. That missing “why” is where institutional knowledge actually lives. Th
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39m ago · 13 min read · 🤔 Why is this even a question? A few years ago the answer was simple: "use NgRx for serious apps." Today it's more nuanced. Angular Signals changed the game. You can now build reactive, scalable stat
Join discussion1h ago · 11 min read · File uploads are one of those features that look simple on day one and become a reliability problem on day thirty. A developer adds IFormFile to a controller, it works in staging, and then production traffic hits and you're suddenly looking at memory...
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1 post this monthSecurity Researcher | Red Team
1 post this monthCreate! Don't Compete.
1 post this monthCNCF Ambassador, multi cloud, Influx ACE, Rancher, Kubernetes guy
1 post this monthi love to build with ai
1 post this monthOracle APEX, PLSQL, SQL Developer
1 post this monthSecurity Researcher | Red Team
1 post this monthCreate! Don't Compete.
1 post this monthCNCF Ambassador, multi cloud, Influx ACE, Rancher, Kubernetes guy
1 post this monthi love to build with ai
1 post this month







Good framing. Security assessments only work when they look beyond tooling. A company can have strong products in place and still fail because access reviews are weak, processes are unclear, or people don’t know what “secure behavior” looks like in daily work. The people, process, technology split is still one of the most practical ways to find real gaps.
Deeply impressed by JananiVaani. It’s rare to see a project that balances sophisticated tech with such a grounded, human-centric mission. Well done on building something that truly matters!
Each has its own characteristics. Claude has stronger programming skills, and I often use chatgpt to analyze problems
Hi Lucas, If I may ask 🙏🏽.. What's the distinction between AI workflows and Agentic AI. I believe the Agents are more or less the carriers of the already established workflows right ?. Please I am quite new to all this, if you may. Thank you
I like how you connected this to real request flow. When I started building backend systems, I assumed async = automatic scalability too. Then I shipped a feature with heavy JSON parsing and watched the whole server freeze under load. Now I always offload CPU-heavy work to worker threads. The Event Loop is fast, but only if you keep it free.
What specific tasks does each AI perform best research, coding, or content creation?Which one offers a better user experience for beginners and professionals? Can using both together provide better re
Claude has gotten dumber lately
“Better” depends on what you’re using it for. Claude usually feels stronger for long context, writing, and structured thinking. ChatGPT tend...