Modern enterprise systems, especially in the insurance industry, are no longer defined solely by code quality or technical execution. Instead, they are shaped by the ability to coordinate multiple systems, stakeholders, and long-term transformation goals. In large-scale insurance organizations, software systems evolve over decades. This creates challenges such as inconsistent coding standards, fra
If you have not understood by now then let me remind you the time you or your team went down through all those codes you wrote few months or years ago and now you have to do that all over again. This is a very common pattern with established systems. Improvement work is either done or skipped due to higher risk rate. And only selected portion of the work is pushed forward. This is a where most sys
If you are building a FiveM roleplay server, Discord Rich Presence is one of those small details that makes a big difference. It replaces the generic "Playing FiveM" status with your server name, logo, and player count. Every player on your server passively advertises your brand to their entire Discord friends list. The setup is straightforward but the implementation differs depending on your fram
The File Search tool in the Gemini API now supports multimodal retrieval by adding support for Gemini Embedding 2. This update allows images, such as charts, product photos, and diagrams, to be natively indexed and searched in the same store as your text-based documents. This post covers how to use the File Search tool end-to-end: creating a store, uploading documents and images, querying with gro
Hi everyone, my name is P Swyom Sanjog. Welcome back to my blog—I hope you’re all doing well. Today, I’m bringing a new topic: Virtual DOM. Let’s understand what the Virtual DOM is in simple terms. We’ll cover key questions like what it is, why it’s used, and how it works. So, let’s get started! Virtual Dom So, let’s break down the topic into “Virtual” and “DOM.” Virtual means something that exi
Your phone will connect to the strongest tower it hears. It does not ask for ID first. It assumes trust, and that assumption is the entire problem. I first noticed this in 2019 outside a security conference in Las Vegas. My test Android dropped from LTE to 2G for 47 seconds, then returned to normal. No user notification. The baseband logs showed a cipher downgrade to A5/0, a location area code tha
I have been working on a .NET assertion library called Axiom Assertions. It started as a way to learn how assertion libraries work, then grew into an experiment around deterministic output, batching, analyzers, and AI-focused test assertions. The repo is here: https://github.com/spearzy/Axiom-Assertions This did not start as a plan to overthrow every assertion library in .NET. That would be a bit
I shipped mcp-probe — a CLI that points at any MCP server, enumerates every tool, resource, and prompt, calls each with auto-generated arguments, validates against declared schemas, prints a pass/fail scorecard, and exits 0/1 for CI. The plan for launch week: run it against the official Node MCP servers and post results. The first run made me look like I'd broken half the ecosystem. The second, af