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Traditional search works on keywords. You type "cheap hotel", it looks for documents containing those exact words. Someone asks "affordable accommodation near the beach". Your documents say "budget-friendly lodging by the coast". Zero keyword overlap. Zero results. Search fails. Embeddings fix this. They convert text into vectors of numbers where similar meanings end up geometrically close. "Chea…

Physics-based browser games are nothing new, but creating something that feels truly organic, interactive, and sensorily satisfying remains a rewarding engineering challenge. In this technical blog post, we look under the hood of Gravity Paint – a gravity-aware sandbox puzzle where players paint rigid rope cables to funnel a stream of colorful glass, steel, and bubble marbles into an target colle…

If yoy have been writing ABAP unit tests for a while, you have probably hit the same wall I did years ago: your tests pass in isolation but become brittle the moment they touch a database table, a remote function call, or a business object manager. The root cause is almost always the same— uncontrolled dependencies . Learning how to isolate those dependencies using ABAP test doubles and mocking f…

5. Longest Palindromic Substring: Unraveling the Palindromic Puzzle 🧩 Hey fellow coders! 👋 Today, we're diving into a LeetCode classic that often stumps beginners but reveals a really elegant pattern once you spot it: the Longest Palindromic Substring problem. Don't let the fancy name scare you! We'll break it down piece by piece, find an intuitive way to tackle it, and emerge victorious with a n…

kovax-react 0.8.0 is on npm. This release connects Kovax to the wider ecosystem: Tailwind CSS v4 utilities backed by --kx-* tokens , thin form adapters for popular libraries, a FOUC guard for theme mode, and a Storybook catalog beside the existing playground. 📦 npm: kovax-react@0.8.0 🧑‍💻 Repo: github.com/MrKamura/kovax 🧪 Playground: mrkamura.github.io/kovax 📖 Storybook: mrkamura.github.io/kovax/s…

Most AI résumé tools have the same flaw: they hallucinate. Ask them to tailor your résumé for a job requiring "Rust experience" and they'll happily invent a Rust project you never worked on. It reads great — until the technical interview. I wanted the opposite. So I built Citevault : a local-first résumé tailoring tool where every claim is either grounded in your own evidence, or refused and flag…

The more I learn about computing, the more I want to know. It feels like a never-ending story that constantly challenges my brain. However, once you start working in this field, you usually need to choose a specific role or "hat" to specialize. This helps manage the workload, even though the job remains challenging. With that in mind, how can you be sure you are choosing the path that suits you b…

Before going into the step by step practical guide on Creating User Via Azure Active Directory (Microsoft Entra ID) and Assigning Roles with RBAC,I will like to define key concepts to learn: Microsoft Entra ID: Azure's Identity Management System Microsoft Entra ID(previously called Azure Active Directory or Azure AD) is the service that manages all identities in Azure. Every user account, every a…

Artificial Intelligence is profoundly transforming the way we develop technology, work, and make decisions. However, one of the most significant changes is only beginning to emerge: the rise of “AI-Native” companies — organizations designed from the ground up to operate with a single human founder supported by a coordinated ecosystem of AI systems and a highly automated cloud infrastructure. For …

Every time I start a new conversation with Claude, I re-explain my project context. What we decided, what the architecture looks like, what we tried and rejected. The AI has no memory. I built edgenote-ai to fix this — a lightweight shared knowledge base on Cloudflare Workers that both humans and LLMs can read and write through MCP (Model Context Protocol). The Problem LLMs are stateless. They pr…

A bootstrapped MENA founder's take on the gap between Shopify and Salla, and why "free to start" matters more in MENA than the discourse admits. It's 2026 and a merchant in Cairo, Amman, or Dubai still can't launch a serious online store the way a merchant in Toronto or Berlin can. That sentence sounds dramatic. I wish it weren't true. I've spent the better part of a decade building software in t…

The Problem We Were Actually Solving At Veltrix, we're known for our real-time treasure hunts – a complex feature that involves querying a massive graph database, processing high-frequency event streams, and returning results in under 100ms. However, when we started to onboard more clients and scale our infrastructure, our operators consistently hit the same problem: configuring the system to han…

The Problem Every sysadmin has been there: you SSH into a server and wait... and wait... 10 seconds later, you finally get a prompt. It's one of those small annoyances that wears on you over time. I ran into this again last week while troubleshooting a production server. The delay wasn't there before, something had changed. Common Causes After digging into this enough times, I've found these usua…

Most n8n AI workflow tutorials end at "it worked in testing." The gap between a demo and a production system handling 10,000 items/day with real money on the line is where the interesting problems live. At Chronexa , we've built 50+ multi-agent workflows for fintech compliance teams, legal document processing, AI SDR engines, and RAG-powered research assistants. Here's what we've learned about ma…

Claude Code forgets everything between sessions. You explain your project, your architecture, your preferences and next session it's ground zero again. I spent 45 minutes setting this up manually. Debugging ports, copying tokens, configuring MCP servers by hand. Then days debugging the Smart Connections integration. So I built ObsiForge, one command that does all of it: obsiforge init --name mypr…

I built Statementory to review UCAS personal statements with AI. Score out of 100, line-by-line annotations, rewrites, improvement plan. The kind of feedback a good teacher gives you, available at 2am the night before the deadline. Here's what I learned building it solo. Everything flows from one constraint: the AI takes 5 minutes Claude processing a full personal statement and generating structu…

TL;DR: We needed to caption 1.2M reconstructed event-camera frames using vision-language models for auxiliary supervision. The first run died at 340K from Anthropic rate limits. Putting Bifrost in front of three VLM providers cut the rerun cost by 22% and finished in 9 hours. So, the thing is, when you work at a neuromorphic vision startup, your training data looks strange. At Prophesee we accumu…

India’s Digital Future Is Moving Faster Than Its Laws Artificial Intelligence can now generate art, clone voices, imitate personalities, and create highly convincing deepfakes within seconds. Yet, many of these emerging issues are still being governed through legal interpretation of statutes enacted long before the AI era. India currently has: no dedicated AI legislation, no standalone deepfake r…

skill-insp: A Skill That Scores Other Skills If you've been building Claude Code skills for a while, you've probably noticed a pattern: every skill author makes the same mistakes the first few times. Vague descriptions that fail to trigger. Workflows that don't say what to do when files are missing. allowed-tools that ask for Bash with no glob restriction. No eval scenarios, so you have no idea i…

Introduction Clprolf Minimalist is a simplified version of the Clprolf language. Its goal is to make certain object-oriented programming best practices explicit, without introducing heavy architecture or a steep learning curve. Clprolf Minimalist is based on one simple idea: A class must clearly express its main role. The language therefore helps to: separate business logic from technical code, l…