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Articles 185,344Blog Posts 168,177Tech Tutorials 49,634Research Papers 36,197News 22,822
⚡ AI Lessons

Dev.to · Robert
💻 AI-Assisted Coding
1w ago
Anthropic's grammar compiler counts properties, not characters
A 400 error from Anthropic's structured-output compiler taught us that the ceiling is 42 schema properties across all objects, not a character budget.

Dev.to · Robert
☁️ DevOps & Cloud
3w ago
One Second Without DNS, Eight Hours Offline
An unattended package upgrade restarted nginx while systemd was reloading itself. For that one second nothing could resolve a hostname, nginx refused to start,

Dev.to · Robert
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
133 commits across 5 repos in 8 active days
Orqestra logged 100 of the 133 commits in a 10-day window, with 355 files changed and 20,158 lines added across five repositories.

Dev.to · Robert
📰 AI News & Updates
3w ago
Building for the WebMCP Challenge? Expose your real actions, not a chatbot
The WebMCP Challenge is live — OpenAI with Chrome, Cloudflare, Shopify, Vercel, Render, and Netlify,...

Dev.to · Robert
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Shopify just gave millions of stores WebMCP tools for free — here's what it does, and what it doesn't
Quietly, in a developer changelog rather than a keynote, Shopify did something that moves the "should...

Dev.to · Robert
🚀 Entrepreneurship & Startups
1mo ago
No Roadmap, No Hype: How a Solo Studio Picks What to Build Next
NeuraGrowth has no public roadmap and no launch calendar. That is a choice, not a gap. Here is the actual decision loop that turns a private itch into the next

Dev.to · Robert
1mo ago
Beyond the age of the console
Beyond the Console: Is Cloud Gaming Finally Ready to Take Over? A decade ago, trying to play a...

Dev.to · Robert
📰 AI News & Updates
1mo ago
AI-Assisted, Handmade, or Slop: A Buyer Three-Question Test
Everything digital now claims to be AI-assisted or handmade, and a lot of it is neither. Three questions you can ask before you buy that separate a product some

Dev.to · Robert
📰 AI News & Updates
⚡ AI Lesson
1mo ago
Cloudflare just put WebMCP at the edge — what it does, and what's still on you
Cloudflare's Agents Week shipped a one-toggle WebMCP bridge at the edge. Here's what it actually does, what it doesn't, and what's still on you as a developer.

Dev.to · Robert
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Gemini in Chrome is about to call WebMCP. The "no agent uses it yet" excuse just got an expiry date.
Google named the first mainstream agent to call navigator.modelContext: Gemini in Chrome, 'will soon support WebMCP APIs.' Here's why that flips the cost/benefi

Dev.to · Robert
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Shopify's UCP makes your catalog agent-buyable. The rest of your storefront still isn't — here's where WebMCP fits.
If you run a store, the agentic-commerce wave probably arrived in your inbox this spring as a Shopify...

Dev.to · Robert
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
No agent calls WebMCP yet. Here's the honest case for shipping it today — and how to know the day that changes.
There's an uncomfortable fact under all the WebMCP excitement, and the skeptics are right to keep...

Dev.to · Robert
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Your site just failed Lighthouse's new Agentic Browsing audit — here's how to fix each check
If you've opened Chrome DevTools lately and run Lighthouse, you may have noticed a new category...

Dev.to · Robert
🧠 Large Language Models
⚡ AI Lesson
5mo ago
Local Models Aren’t the Problem. Context Is.
Why indexing layers might matter more than bigger LLMs: Everyone keeps pushing the same idea...

Dev.to · Robert
🏗️ Systems Design & Architecture
⚡ AI Lesson
8mo ago
Emergent systems in games
I recently explored simulations where simple rules create complex behavior over time. Do you think...

Dev.to · Robert
🔧 Backend Engineering
⚡ AI Lesson
8mo ago
Rapid Development with Next.js + FastAPI + Vercel + Neon Postgres
This article shares our journey to building our workflow and explains how you can implement a similar approach.

Dev.to · Robert
🌐 Frontend Engineering
⚡ AI Lesson
9mo ago
How to Accept Payments with Nuxt and Stripe
Accepting payments is a critical feature for many web applications. If you're using Nuxt, you might...

Dev.to · Robert
🌐 Frontend Engineering
⚡ AI Lesson
1y ago
Integrating tRPC with SvelteKit
With the release of tRPC 11 and its resolver function now based on the Fetch API, integrating...
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