I Built a Self-Evolving AI Coding System
TL;DR I built Vibe‑Claude, a multi‑agent system for Claude Code that: - Delegates tasks to specialized agents automatically - Creates new agents when it lacks...
TL;DR I built Vibe‑Claude, a multi‑agent system for Claude Code that: - Delegates tasks to specialized agents automatically - Creates new agents when it lacks...
Introduction In Part 1 we successfully finished building the EKS control plane: we set up the VPC, subnets, NAT gateway, the Kubernetes API server, and configu...
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Overview The AWS Certified AI Practitioner AIF‑C01 provides a foundational, common language for the world of Artificial Intelligence. It’s designed for anyone—...
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Introduction We needed to expose the Kubernetes Gateway API from a multi‑tenant AKS cluster through Azure Application Gateway. The integration initially failed...
Introduction Daily standup meetings are a staple of agile, intended as quick check‑ins to keep project momentum. In practice, they often become unproductive, f...
'Why They Exist, Why They’re Used, and When Each Matters
Environment variables run everything, but managing them is still messy, risky, and outdated. PushEnv is a local‑first, encrypted, Git‑style workflow for .env fi...
Leverage Models Based on Task Complexity - Gemini 2.5 Flash‑Lite – Ideal for high‑volume, latency‑sensitive tasks such as translation and classification. It is...
Why “Vibe Coding” Is Dangerous Everyone’s hyped about “vibe coding” – describe an app, let AI build it. What’s often missed is the most dangerous part. I’ve se...
Article URL: https://www.unmc.edu/healthsecurity/transmission/2026/01/07/cdc-staff-blindsided-as-child-vaccine-schedule-unilaterally-overhauled/ Comments URL: h...
Traditional caching breaks the moment someone rephrases a question. A user asks “What are your business hours?” and gets a response. Five minutes later, another...
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🔧 Where I’m stuck - How to structure a combined app without making the codebase overwhelming - How to design a shared data model that still respects local‑onl...
Introduction Welcome to Day 30 of the 100DaysOfCloud Challenge! This hands‑on lab demonstrates how to route traffic from a private subnet through a NAT Instanc...
Chapter 13: The Table of Truth The Wednesday rain beat a steady rhythm against the archive windows, blurring the Manhattan skyline into smears of gray and slat...
For most business leaders, the AI story began with a simple expectation > “I want to ask my company a question and get a correct answer in seconds.” - Not a do...
Article URL: https://nuxx.net/blog/2026/01/09/oled-not-for-me/ Comments URL: https://news.ycombinator.com/item?id=46562583 Points: 22 Comments: 21...
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The “AI operator” mindset for small teams As the founder of ReThynk AI, I’ve seen small teams make one mistake that keeps them stuck: they use AI like a tool....
This text provides an in-depth analysis of Sun Wu's treatise through the lens of contemporary geopolitical and social challenges. The author argues that the fou...
Article URL: https://www.pressherald.com/2025/09/09/maines-black-market-for-baby-eels-is-spawning-a-crime-thriller-subgenre/ Comments URL: https://news.ycombina...
Article URL: https://turnto10.com/news/nation-world/enough-is-enough-usda-suspends-federal-financial-awards-to-minnesota-and-minneapolis-fraud-scheme-investigat...
Lesson learned about Vercel vs. Traditional Backend On my journey to learn Next.js in depth through projects, I tried to architect my Next.js backend server li...
VMware ESXi Zero‑Day Exploits: A Monoculture Risk The cybersecurity community just witnessed something terrifying, and most people are talking about the wrong...
The 2026 Productivity Stack: Essential Features for Developers and Teams Meta Description: Examining the technical and collaborative features that define next‑g...
Autonomous Legal Contract Auditor – Technical Walkthrough I built a Python‑based autonomous agent that acts as a preliminary legal auditor. It scans service ag...
Open‑Source Release: VCP Cloudflare RTA Reference Repository: In this post I’ll walk through the technical architecture, explain why we chose Cloudflare Worker...
I’ve always wondered: if a robot were left alone to watch the world go by, what would it actually think about? Would it just catalog data, or would it eventuall...
IPL Cricket Stats Assistant — A Conversational AI Powered by Algolia Submission for the Algolia Agent Studio Challengehttps://dev.to/challenges/algolia: Consum...
The Problem After 10 years building SaaS startups in sales intelligence, I kept seeing the same pattern: - B2B companies spend millions on sales and marketing...
macOS Cloud‑Provisioning & Container‑Management Toolchain This guide walks through installing popular tools for cloud provisioning and container management on...
We’ve all been there: you receive a PDF from your annual health check‑up, spot a result highlighted in red, then spend time Googling the appropriate department,...
Article URL: https://www.hsrail.org/blog/caltrain-shows-why-every-region-should-be-moving-toward-regional-rail/ Comments URL: https://news.ycombinator.com/item?...
Pairfect IO – Case Study + Practical Framework Most people think matching in marketplaces is just filters + sorting. It isn’t. Matching is architecture – the m...
How to Think Like DevOps in Production When traffic fails, never guess. Always follow this order: Ingress ↓ Service ↓ Endpoints ↓ Pod ↓ Container If one layer...
Cost Assumptions - Software engineer salary: $155,000 per year - AI tooling cost: $1,000 per developer Productivity Gain Scenario If AI delivers a 20 % product...
The Problem: Documentation Friction Every student knows that note‑taking is fundamental for retention, but the act of formatting notes often consumes more ener...
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How to Tame Non‑Deterministic LLMs and Build Production‑Ready Apps Using the Stack You Already Know For the last two years, the narrative has been consistent:...
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Overview During a routine security audit of a production environment with over 1,000 servers, Companion Sentinel identified an active GFSHELL Gateway Framework...
Introdução Sabe aquele dia em que você senta para estudar depois de um dia cheio e parece que o cérebro simplesmente quer entrar em modo de espera? Todo desenv...
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Overview CES remains the biggest stage in tech, but CES 2026 was not just about new gadgets. The stronger signal was about trust, security, and how AI integrat...