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17742 posts from this source
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React-quiz-app
React Quiz App 🧠 This project highlights hands‑on understanding of React fundamentals, component‑based architecture, and efficient state management. Live demo...
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Silent Triage: The Zero-Chat War Room Protocol (Algolia Agent Studio Challenge)
Downtime costs an average of $9,000 per minute. In a 3 AM production crisis you need a deterministic decision, not a conversation. Silent Triage implements the...
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Day 13 of 100
So today I worked on learning to debug my code using different methods. While I didn’t complete a final project, I learned several debugging techniques, such as...
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First post
Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink. Hide child comments as we...
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The New Digital Era: Identity, the State, and the Order of Justification
Introduction This article provides a thorough analysis of the evolution of statehood in the face of the dominance of digital infrastructure. It examines how co...
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Why Building in Public Is the New Competitive Moat
Introduction The founders who win in 2026 aren’t hiding. They’re building in public. Here’s why transparency has become the ultimate competitive advantage. The...
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Mastering Application Logging Best Practices
markdown !Photo by Philippe Oursel on Unsplashhttps://unsplash.com/photos/xxxx The Importance of Application Logging in Production As a DevOps engineer or devel...
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Feature Flags and gradual rollouts: releasing software safely at scale
markdown !Kodus profile imagehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws...
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파이썬 연산과 함수
수식 Expression - 피연산자들과 연산자의 조합 피연산자 Operand: 연산의 대상 연산자 Operator: 어떤 연산을 나타내는 기호 예: +, -, , / 정확한 수식으로 표현된 연산을 프로그래밍 언어로 작성하면 컴퓨터가 정확히 계산합니다. 연산 우선 순위 - 소괄호 를...
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파이썬 기초 (2)
자료형Data Type 1. 논리형bool: True1, False0 2. 정수형int: 1, 2, 3, … 3. 실수형float: 1.4, 5.33 4. 문자열str: 'hello', '안녕하세요' 그 외에도 다양 변수의 메모리 공간을 확보하는 행위가 실행 시점에 발생 변수에 값을...
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I Built a Full-Stack F1 Fantasy Platform in 4 Weeks — Solo, With AI Agents
Introduction This post was originally published on binaryroute.com. In late December 2025, during a short holiday break, I opened my laptop with a simple idea...
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Fastfood: Approximate Kernel Expansions in Loglinear Time
Overview Fastfood is a technique that accelerates kernel‑based machine‑learning models, making them practical for large‑scale data. By replacing computationall...
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The first real AI platform war is about ads (and that should worry builders)
Background This week, Anthropic went properly on the offensive. According to Reuters, Anthropic is spending millions on Super Bowl ads that take a swipe at Ope...
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Measuring Model Hallucinations: When AI Invents Facts
!Cover image for Measuring Model Hallucinations: When AI Invents Factshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
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What is the DIETClassifier?
What is the DIETClassifier? DIET stands for Dual Intent and Entity Transformer. It is a single neural network that performs: - Intent classification - Entity e...
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My First Week With OpenClaw: An AI That Actually Runs Your PC
Overview OpenClaw Clawdbot / Moltbot is an open‑source AI agent that can operate your actual computer. It feels equal parts impressive, terrifying, and a glimp...
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How I Built a $29/mo Managed AI Agent Service on Open Source
The problem: building a personal AI agent Every week someone asks on Discord or Reddit: > “I want an AI agent that can message me, remember things, use tools,...
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Testing Antrieb: Deploying MongoDB with Authentication for a Flask + React App
What I Tried to Accomplish I had a Flask and React web application that was missing a critical piece: authentication and authorization. To solve this, I needed...
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My take on transforming data
Introduction When I started working in development back in 2011, life was simpler. It was just three of us building websites and managing data while still in u...
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Reconstruction of the conditions of control over superintelligence
Overview This article provides an in‑depth analysis of the mechanisms that allow for maintaining control over systems exceeding human cognitive capabilities. T...
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The world of AWS Cloud
What is AWS? At its simplest, AWS is a secure cloud services platform that offers compute power, database storage, content delivery, and other functionality. T...
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D-Drive: Discord-Powered Cloud Storage With Unlimited Space
!Cover image for D-Drive: Discord‑Powered Cloud Storage With Unlimited Spacehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,for...
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Measuring Model Overconfidence: When AI Thinks It Knows
Have you ever asked an AI language model a question and watched it answer with total confidence… only to realize it was completely wrong? Welcome to the world o...
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How computers show graphics under the hood.
!Cover image for How computers show graphics under the hood.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3...
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How I Built My Project in Haskell — Without Knowing Haskell
Though I'm an experienced Swift developer, I barely know Haskell. I vaguely understand what a monad is, and I once spent an afternoon fighting Cabal before giv...
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GHSA-6662-54XR-8423: The Trojan Horse in Your Cargo.toml: Deconstructing the 'evm-units' Supply Chain Attack
!CVE Reportshttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2F...
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Datastar Observations
Introduction I've been very impressed, so far, with Datastar https://data-star.devhttps://data-star.dev, a tiny JavaScript library for front‑end work. I switch...
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Jumia Product Performance Dashboard: Analyzing Pricing, Discounts, and Customer Reviews.
Dataset Overview The dataset contains 115 rows and six columns. Customer ratings are on a scale of 0 to 5. After performing data cleaning and analysis, a dashb...
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The 2026 Distribution Hierarchy: Why Most Founders Start at the Wrong End
After analyzing 479+ founder interviews, a clear pattern emerged: Founders who struggle with distribution start with SEO and ads. Founders who win start with co...
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Best Free Watch Party Apps in 2026: A Developer's Perspective
Technical Overview As developers, we often evaluate tools differently than end users. We look at architecture, latency, protocol choices, and the trade‑offs ma...
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SquareCorners v1.1
Release 1.1 - Simple active .exe process that runs in the background to disable the rounded corners in Windows 11. - Includes helpful tutorials in the README f...
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How Analysts Translate Messy Data, DAX, and Dashboards into Action Using Power BI
Understanding the Business Question Before the Data - Sales want to know why revenue is declining. - Executives want to reduce cost leakages. Translating Messy...
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x402 V2 Just Dropped: 5 Security Changes Every AI Agent Builder Needs to Know
x402 V2 – Just Dropped: 5 Security Changes Every AI Agent Builder Needs to Know x402 V2 shipped in December 2025 with five major protocol changes: - Dynamic pa...
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I built a cryptographic memory layer for humans in Python tags: python, opensource, security, blockchain
python vault = MemoryVaultencryption_key='your-secret-key' Capture Layer — Gets data in Manual entries now, AI agents later. Synthesis Layer — AI enrichment Sum...
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'Var vs Let: The Big Confusion Explained!'
!Cover image for 'Var vs Let: The Big Confusion Explained!'https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
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10. C# (Static Typing vs Dynamic Typing)
The Real Goal of This Lesson This lesson is not about deciding whether static typing is “better” or “worse”. The real goal is to understand when and why the C...
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🍪 Cookies Explained Like You're 5
The Club Wristband You go to a club. Pay at the door. Get a wristband. Now you can: - Leave and come back - Staff knows you already paid - No need to pay again...
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I Built a Client Portal That Does Less on Purpose
Every client tool I tried wanted to run my entire business. So I built one that doesn't. I'm a freelancer. I design things, I build things, and then I have to f...
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CodeBehind 4.6 Released; Upgrade to .NET 10
Release Overview After introducing advanced async capabilities in version 4.5, we released CodeBehind 4.6, which includes a major upgrade: migrating the CodeBe...
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Flappy Hand in 30 min with copilot cli
Overview FlappyHand is a hands‑free interactive game inspired by the classic Flappy Bird. The character is controlled using hand gestures captured by your webc...
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Building a Data Catalog for Your Cloud Infrastructure
Introduction Data is the lifeblood of modern organizations, but sprawling cloud environments can make it difficult to discover, understand, and govern. A data...
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Publicación de paquetes npm turborepo, trusted publisher, pnpm
Publicar paquetes en un monorepo con Trusted Publishing Hace una semana me di a la tarea de actualizar mi monorepo personalhttps://github.com/dezkareid/dezkare...
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🥊 Developer vs AI – New Season, Same Question: Who’s Really in Control?
AI Then vs. AI Now Then: - Autocomplete on steroids - A fancy Stack Overflow replacement - Something you double‑checked anyway Now: - Writes components - Refac...
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Normal Forms and MongoDB
Normal Forms and Modern Data Modeling When databases were first designed, the relational model focused on enterprise‑wide entities defined before any access pa...
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Schemas and data modelling in Power BI
Introduction Data is now crucial in every industry, and its role is especially important in the context of finance‑related processes. In addition to collecting...
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Setting my own rules
Background In my normal work I rarely get the opportunity to build with AWS services that aren’t approved for use within my company. That’s why using services...
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Why Interface + Factory? The Java Pattern That Makes Everything Replaceable
markdown !Sergiy Yevtushenkohttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws....