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⚡ AI Lessons

Dev.to · Spicy
🔐 Cybersecurity
⚡ AI Lesson
2w ago
Why HIPAA Doesn't Cover the Health Data Your API Just Pulled
If you're building anything on top of HealthKit, Google Fit, or a direct wearable API integration,...

Dev.to · Spicy
2w ago
The Nutrition Label That Software Always Lacked
On December 9, 2021, a security researcher posted a proof-of-concept exploit for a vulnerability in a...

Dev.to · Spicy
🔐 Cybersecurity
⚡ AI Lesson
3w ago
Your Baby Monitor's Biggest Security Flaw Isn't Hackers. It's the Company That Built It.
In May 2026, a French ethical hacker named Sammy Azdoufal bought a baby monitor off Amazon and spent...

Dev.to · Spicy
4w ago
Two-Factor Auth Isn't the Shield You Think It Is.
You enabled two-factor authentication. Good call. But here's what most security guides skip: the...

Dev.to · Spicy
1mo ago
Data Brokers: What They Collect, How the Industry Works, and How to Opt Out at Scale
Most developers know abstractly that data brokers exist. Fewer have actually looked up their own...

Dev.to · Spicy
1mo ago
How AI Phishing Emails Are Built (And the One Pattern That Always Gives Them Away)
Most phishing detection advice is now actively harmful. Teaching users to look for typos and generic...

Dev.to · Spicy
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
What a VPN Actually Does (And Why Most Devs Use It Wrong)
Every developer I know has a VPN. Most of them have it running while they're logged into Google,...

Dev.to · Spicy
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Passkeys Under the Hood: What's Actually Happening When You Use Face ID to Log In
Passwords fail because they get transmitted and stored. Passkeys don't. Here's the WebAuthn flow, the crypto behind it, and how to implement it — with real code

Dev.to · Spicy
⚡ AI Lesson
1mo ago
Stop Wasting 32% of Your Cloud Budget: A FinOps Playbook for DevOps Engineers
You're in a sprint planning meeting and someone drops the monthly cloud bill on the table. It's up...

Dev.to · Spicy
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Does AI Make Things Up? A Dev's Guide to Hallucination
Quick version: LLMs don't look things up. They predict probable token sequences. When the model's...

Dev.to · Spicy
📰 AI News & Updates
⚡ AI Lesson
2mo ago
Will AI Take Your Job? Run This 3-Factor Test First
More than half of American workers — 51% per a 2026 Resume Now survey — say they're worried about...

Dev.to · Spicy
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Deepfake Detection in 2026: What Actually Works
In February 2024, a finance worker in Hong Kong transferred $25 million after a video call with his...

Dev.to · Spicy
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
Your RAG Pipeline Is Failing 40% of Queries. Here's the Fix.
You deployed a RAG pipeline. You tested it. You shipped it. Then a real user asked a multi-step...

Dev.to · Spicy
2mo ago
MCP Explained: The Protocol That's Becoming the USB Standard for AI Agents
Every AI agent needs tools. A web search here, a database query there, a calendar update somewhere...

Dev.to · Spicy
2mo ago
SLM vs LLM: How to Pick the Right Model for Your Enterprise Workload
Every time a new frontier model drops, the benchmarks go wild. But somewhere between the hype and the...

Dev.to · Spicy
2mo ago
Neocloud vs Hyperscaler: What Engineers Need to Know in 2026
Your AI training job is queued on AWS. You're waiting. The bill is climbing. Meanwhile, a team at...
DeepCamp AI