AI Industry Layoffs: Strategic Unionization Opportunity Amid Potential Bubble Burst
Strategic Unionization Amid the AI Industry Downturn: A Critical Opportunity The AI industry, once buoyed by rapid growth and investor enthusiasm, is now facing a significant downturn characterized by market saturation, declining investments, and impending layoffs. This crisis, however, presents a u
What Is Kanreki? Japan's 60th Birthday Tradition Explained
The morning of January 1st, 2026, I turned 60 — a milestone that in Japan carries a significance far beyond the usual birthday fanfare. I celebrated my kanreki (還暦), one of the most meaningful longevity celebrations in Japanese culture. The word itself tells the story: kan (還) means "return" and rek
The AI vs Creator Dilemma
The web runs on a fundamental bargain: creators publish content, readers consume it, and somewhere in between, value flows back—through advertising, subscriptions, or traffic that converts to business opportunities. AI has upended this equation in ways we're only beginning to understand. This week b
Migrate to Svelte 5 — An Interactive Reference for Framework Refugees
Do you feel the same? You've been working in React (or Vue, or Angular) for years, shipping production code, wrestling with dependency arrays, wrapping vanilla JS libraries in framework-specific adapters, and wondering why your node_modules weighs more than your actual appl. Then you hear about Svel
Markdown for Agents on SvelteKit + Cloudflare Workers
The AI crawl-and-summarize wave has landed. Google's Gemini, OpenAI's GPT, Anthropic's Claude, Perplexity — they're all hitting your site. If you serve them HTML, they waste tokens parsing `` soup. If you serve them markdown, they get clean context immediately. Cloudflare published a guide to servin
Rotifer v0.6: Web Registry — Genes Go From CLI to Browser
Rotifer is a protocol where AI capabilities are treated as genes — they compete in arenas and evolve through natural selection. v0.6 makes these genes visible to the world. Before v0.6, genes existed only in the CLI. You could rotifer search and rotifer install, but there was no way to browse, compa
Enabling WebMCP Tools on my SvelteKit Migration Reference
An AI agent asks: "What's the Svelte 5 equivalent of useEffect?" Today it has two options — scrape the page HTML and parse it, or fetch api/data.json and filter 100+ items in context. Both work ok, but they both waste tokens. WebMCP gives our AI agent a third option: call get_svelte_equivalent({ fra
Beyond Basic Types: Mastering TypeScript's Advanced Type System for Robust Applications
Beyond Basic Types: Mastering TypeScript's Advanced Type System for Robust Applications TypeScript has become the de facto standard for building robust JavaScript applications, but many developers only scratch the surface of its type system. While string, number, and boolean are essential building b
Porting Test Drive II from SNES to PC, Part 8: Closing the first 998..1005 ownership block
Porting Test Drive II from SNES to PC, Part 8: Closing the first 998..1005 ownership block The previous checkpoint made frame 998 a real ownership anchor. That was useful because 998 is the first frame of the direct bridge-extracted 998..1005 block. But an anchor at the start of a block is still onl
Microsoft's Agent Governance Toolkit and Where Rynko Flow Fits In
Microsoft just open-sourced the Agent Governance Toolkit, a runtime governance platform that covers all 10 risks in the OWASP Agentic Top 10. I've spent the morning reading through the architecture, benchmarks, and OWASP compliance docs, and it's one of the most thorough agent governance framework I
What Rotifer Protocol Is Not: Positioning Beyond the AGI Hype
When AI models and human readers encounter the Rotifer Protocol documentation, some arrive at a striking conclusion: this is distributed AGI. They're not making it up. The reasoning has a clear textual trail: our spec describes software entities with birth, growth, death, and reproduction; genes tha
Why Your AI Coding Agent Keeps Failing at Specialized Tasks (and How to Fix It)
We've all been there. You fire up your AI coding agent, ask it to write a migration script, and it produces something that technically works but misses every convention your team actually uses. Then you ask it to review a PR and it gives you generic advice that ignores your project's architecture en
i.MX6ULL Porting Log 02: Project Layout, a Serial Port Trap, and the Current Board Baseline
The Goal Build a clean project structure and capture the current board boot baseline through the serial console. The Problem At first, this level looked simple: create folders But the real system was not that simple. This board is not in confirmed factory-default state. I also hit a second problem:
The Pre-Flight Checklist: 9 Things to Analyze Before Cutting Any AWS Cost
The Pre-Flight Checklist: 9 Things to Analyze Before Cutting Any AWS Cost Tags: aws finops sre reliability devops Last month I saved $12K/year by cleaning up AWS waste across four accounts. But before I touched a single resource, I spent two days just analyzing. Not because I'm cautious by nature —
How I Run a Team of AI Coding Agents in Parallel
Running one AI coding agent is productive. Running five in parallel is chaos. I've been using Claude Code daily for months. It's great — until you realize there are four other tasks sitting idle while you wait for one agent to finish refactoring a module. So you open more terminal tabs, spin up more
Day 15 – Building Your First Simple AI Agent
From Theory to Reality So far, you’ve learned what agents are, how they think, and when to use them. Now comes the turning point: Let’s build one — conceptually, step by step. No frameworks yet. No code yet. Just a clean mental model you can apply anywhere. 🎯 Goal: Create an AI agent that can Inves
Why Network as a Service (NaaS) is the Future for Distributed Enterprises
Why Network as a Service (NaaS) is the Future for Distributed Enterprises The traditional perimeter-based network is dead. As enterprises shift to For modern businesses, the "office" is no longer a centralized location; it is Traditional networking models, reliant on physical hardware, manual Networ
摸得到的虛擬世界:觸覺回饋如何重塑 VR 與元宇宙沉浸體驗
摸得到的虛擬世界:觸覺回饋如何重塑 VR 與元宇宙沉浸體驗 前言:VR 缺少的那一塊拼圖 戴上 VR 頭盔,你走進了一個栩栩如生的虛擬世界——看得到遠處的山巒,聽得到海浪的聲音,甚至能聞到空氣中淡淡的木質香氣。 但你伸出的手,卻穿過了眼前那棵真實存在於虛擬空間裡的參天大樹。 視覺、聽覺、嗅覺——人類的感官地圖在虛擬世界裡已經跑了大半馬路,唯獨觸覺,一直是最後、也是最難以跨越的那道牆。 直到現在。 觸覺回饋(Haptic Feedback)技術正在以前所未有的速度進化,從軍事訓練到遠距醫療,從虛擬購物到沉浸式遊戲——當你能在虛擬世界裡感受到物體的重量、溫度與質地,VR 才真正從「觀看」升級為「存
Delivering Quality Software at Breakneck Speed
I am currently working at the third startup of my career. Startups tend to operate in highly competitive markets where speed is not optional. But speed without quality is short-lived. Sooner or later, it turns into bugs, dissatisfied customers, and lost revenue. The problem is that it is really hard
Hello Dev.to! 👋 Let Me Introduce Myself
Hi everyone! I'm Elisha, Junior Frontend Developer with 6 months of hands-on experience building real-world web applications.
What I do:
· Build responsive, user-friendly web apps with React and JavaScript