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⚡ AI Lessons

Dev.to · Mike
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
🥁 Mâm Cơm Landing Page: I built a Vietnamese dinner tray on a 3,000-year-old bronze drum
This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I...

Dev.to · Mike
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Four Commands My AI Agent Can't Skip — From Vague Idea to Merged PR
Ask an AI coding agent to "add CSV export" and it will happily produce an export button, a settings...

Dev.to · Mike
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Every JWT debugger tells you not to paste real tokens. So I built one where it doesn't matter.
Go look at any online JWT tool. Somewhere on the page there's a line telling you not to paste...

Dev.to · Mike
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
SSH Honeypot Live — What Watching Bots Attack a Server Teaches CS Students About Network Security
SSH Honeypot Live — What Watching Bots Attack a Server Teaches CS Students About Network...

Dev.to · Mike
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Your URL-fetching service is an SSRF engine - here's the two-layer guard we shipped
If your service takes a URL from a user and fetches it server-side - a monitor, a link previewer, a...

Dev.to · Mike
📋 Product Management
⚡ AI Lesson
2mo ago
CSAT vs NPS vs CES: Which Customer Feedback Metric Should SaaS Teams Use?
Building a great product is not only about shipping features. The hardest question is often: Do...

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
WordPress Built a Rocket, Then Banned Us From Flying It
Confessions of a theme developer who has read the theme review guidelines more times than his own...

Dev.to · Mike
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Linux Pipes and Redirection: The Missing CS Lesson That Powers Real-World Automation
Linux Pipes and Redirection: The Missing CS Lesson That Powers Real-World Automation A few...

Dev.to · Mike
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Stop Trusting Screenshots: Why Visual Regression Monitoring Cries Wolf (and How to Fix It)
Last month our visual-diff monitor flagged 47 changes on a client's homepage in one run. Forty-six of...

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Best AI Visibility Tools in 2026 — an honest comparison
Originally published on the Brandswarm blog. Two years ago, "AI brand visibility" wasn't a category....

Dev.to · Mike
🛠️ AI Tools & Apps
⚡ AI Lesson
3mo ago
The Cloudflare toggle that's blocking your brand from ChatGPT
Originally published on the Brandswarm blog. We build Brandswarm. It's a SaaS that tracks how AI...

Dev.to · Mike
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Astro + Cloudflare Pages: 3 Deploy Bugs You'll Probably Hit
I've been building a static Astro site on Cloudflare Pages over the last few weeks. Sharing the 3...

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
How to appear in ChatGPT answers (the full 2026 playbook)
ChatGPT picks brands the way a journalist picks sources: by what shows up in its retrieval layer, how that content is structured, and how often other respected

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Why isn't my brand in ChatGPT? 7 reasons (and exact fixes)
If ChatGPT, Perplexity, or Gemini doesn't mention your brand when someone asks for a recommendation in your category, it's almost never a mystery. Seven specifi

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Reddit's outsized weight in AI search answers (and how to earn it)
Reddit threads now influence what ChatGPT, Perplexity, and Google AI Mode say about your brand more than your homepage does. We pulled citation patterns across

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Why Bing matters more than Google for ChatGPT visibility
ChatGPT's browsing tool retrieves from Bing's index, not Google's. A brand can dominate Google and still be invisible to ChatGPT. Here's what's different, how t

Dev.to · Mike
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Schema markup for AI search: the complete 2026 reference
Which Schema.org types AI engines actually retrieve, copy-pasteable JSON-LD for Organization, SoftwareApplication, FAQPage, and HowTo, and the structured-data m

Dev.to · Mike
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
robots.txt for AI search: the 2026 cheat sheet (GPTBot, ClaudeBot, and the rest)
Every AI crawler user-agent that matters in 2026, what they do, whether to allow them, and a copy-pasteable robots.txt for Brandswarm-style 'maximum AI visibili

Dev.to · Mike
📋 Product Management
⚡ AI Lesson
4mo ago
Suggix Weekly: Stop Building Everything: Let Users Decide What Matters
One of the most common traps founders fall into—especially indie hackers and small SaaS teams—is...

Dev.to · Mike
📋 Product Management
⚡ AI Lesson
4mo ago
Suggix Weekly: Feedback Platform vs Help Desk System: What’s the Difference and Which One Does Your SaaS Need?
For many SaaS teams, “customer feedback” and “customer support” are treated as the same thing. They...

Dev.to · Mike
📰 AI News & Updates
⚡ AI Lesson
4mo ago
OpenCode Config Builder
I built a config builder for opencode. I didn't want to muck about with json and whatnot, so I built...

Dev.to · Mike
📋 Product Management
⚡ AI Lesson
5mo ago
Stop Saying “We’re Working on It” — Show Your Product Roadmap Instead
“We’re working on it.” If you’ve built any product—especially as a small team or solo...

Dev.to · Mike
📋 Product Management
⚡ AI Lesson
5mo ago
Are Customer Feedback Platforms Worth It for Small Teams?
In the early stages of building a product, especially in a small team, every decision feels critical....

Dev.to · Mike
🤖 AI Agents & Automation
⚡ AI Lesson
6mo ago
I Built a macOS App in a Weekend with an AI Agent — Here's What 'Human on the Loop' Actually Looks Like
Last weekend I built Duckmouth — a macOS speech-to-text app with LLM post-processing, global...
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