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⚡ AI Lessons

Dev.to · Sam
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
I Turned My Commute Into My First Million in Tech
I didn't make a million dollars sitting on a train. I made it because of what I repeatedly did while...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
How I'm Building Reproducible Agentic Tests for AI Girlfriend Apps
AI companion and AI girlfriend apps are a useful stress test for a problem that affects many stateful...

Dev.to · Sam
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Spotify Engineering Model Still Offers Enterprise DevOps Lessons That Matter
Technology leaders often chase the newest DevOps trend, whether it's platform engineering,...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
AI Agents Can Now Record Their Own Development Workflows
AI coding assistants like Claude Code, Cursor, and Codex have fundamentally changed how developers...

Dev.to · Sam
🧠 Large Language Models
⚡ AI Lesson
1mo ago
I vibe coded an LM Arena for AI companion apps with Claude Code.
I can't write code. I've never written a line of it by hand. I still wanted something that didn't...

Dev.to · Sam
🚀 Entrepreneurship & Startups
⚡ AI Lesson
1mo ago
Business & Corporate Motivational Speakers (2026 Growth & Leadership Guide)
Introduction In the cutthroat corporate environment of today, organizations are continuously...

Dev.to · Sam
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
A2P 10DLC, Explained for Developers Who Just Want Their SMS to Send
What A2P 10DLC actually is, why your messages started failing, and the inbound-triggered architecture that makes most of the compliance burden disappear.

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
How to Add Card Fraud Detection to Your AI Agent (in About 5 Minutes)
Last updated: July 2026 Quick question. If your AI agent is touching payment data right now, does it...

Dev.to · Sam
📋 Product Management
⚡ AI Lesson
3mo ago
Last night at 11:30 pm I screwed up. It led to an unexpected win.
Last night at 11:30 pm I screwed up. It led to an unexpected win. I'd been heads-down in Empirical...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I Cut Coding Agent Context Usage by 22–45% by Killing Context Bloat
A lot of AI coding workflows degrade the exact same way. At first, everything feels...

Dev.to · Sam
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
A Background Job Was Crashing Our JVM Every Week - Until We Taught It to Stop
Some Java services don't fail because of traffic. They fail because background jobs don't know when...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Sovereign AI – Why Your Agents Should Run on Your Hardware
Anthropic launched Claude Managed Agents. OpenAI has Operator. Microsoft offers Azure‑hosted...

Dev.to · Sam
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
OWASP MCP Top 10 Compliance – How ORBIT Addresses Every Risk
The OWASP Foundation released the MCP Top 10 in April 2026. It's the definitive risk framework for...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
The Lovable Data Exposure – A Case Study in Agent Governance
In early 2026, a popular AI‑powered app builder called Lovable inadvertently exposed internal system...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Stateful Budgets – Why Microsoft AGT Issue #42 Still Matters
In the race to govern AI agents, Microsoft's Agent Governance Toolkit (AGT) has become a popular...

Dev.to · Sam
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
How ORBIT Solves the Langflow CVE‑2026‑33017 Vulnerability
In March 2026, a critical flaw in Langflow (CVE‑2026‑33017) was exploited in the wild within 20 hours...

Dev.to · Sam
📋 Product Management
⚡ AI Lesson
4mo ago
How I Designed a Freemium API Plan Developers Actually Want to Pay For
The Painful Origin Story Two years ago, I launched a BIN lookup API with pricing that...

Dev.to · Sam
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
6-Digit to 8-Digit BINs: What Actually Changes for Your Code
TL;DR What changed? Card networks (Visa, Mastercard, and others) expanded the Bank...

Dev.to · Sam
🛠️ AI Tools & Apps
⚡ AI Lesson
5mo ago
I Needed Memory That Survives Context Windows. Memory That Moves Across Environments
I kept running into the same thing with AI tools: great context disappears I repeat myself...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
5mo ago
Can You Trust AI for Business? A Small Owner's Guide
Originally published at samshustlebarn.com Last week, a quiet update to Microsoft's terms of service...

Dev.to · Sam
🔧 Backend Engineering
⚡ AI Lesson
5mo ago
How to Build a BIN Lookup Middleware in Node.js in Under an Hour
TL;DR A BIN (Bank Identification Number) is the first 6 to 8 digits of any payment card...

Dev.to · Sam
📣 Digital Marketing & Growth
⚡ AI Lesson
5mo ago
How to Validate Cards Properly with BIN Intelligence
TL;DR Regex and Luhn checks confirm a card looks valid. They do not confirm it is valid...

Dev.to · Sam
🤖 AI Agents & Automation
⚡ AI Lesson
5mo ago
Why Your AI Agent Shouldn't See Your API Keys
Stop putting API keys where AI agents can read them. Your AI agent needs to call Slack, GitHub,...

Dev.to · Sam
🔧 Backend Engineering
⚡ AI Lesson
5mo ago
Building a Niche Job Board as a Developer: Why Domain Knowledge Matters
Over the past couple of years I’ve built and run a niche job board for software engineers looking for...
DeepCamp AI