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⚡ AI Lessons

Dev.to · John Leslie
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
26 of 39 AI Companies Use SPF Softfail — Their Email Can Be Spoofed
I queried the DNS records for 39 AI companies — labs, safety orgs, tooling companies — and checked...

Dev.to · John Leslie
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
I analyzed stripe.com and github.com — their DNS reveals their email provider, hiring tools, and security posture
I can tell you Stripe uses Greenhouse for hiring before they have posted a job listing. I can tell...

Dev.to · John Leslie
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
I Tested 7 Free AI Startup Idea Validators — Most Are Useless, 3 Are Worth Your Time
Same startup idea, 7 different AI validators. Full disclosure: I built one of them. Here is what each actually outputs.

Dev.to · John Leslie
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
How to Validate Your Startup Idea for Free in 2026 — A Step-by-Step Framework
Most startup ideas fail not because they're bad, but because founders skip validation. Here's a free,...

Dev.to · John Leslie
2mo ago
I Built 5 Free AI Tools That Replace $500 in Startup Consulting
I built a set of free AI tools that help startup founders think through the early-stage decisions...

Dev.to · John Leslie
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Google Places API Now Costs $275/Month — Here's a Free Alternative
Google Places API pricing hit a breaking point in 2026. The basic "Essentials" tier starts at...

Dev.to · John Leslie
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Free Google Places API Alternative: 37 Business Categories, No API Key
Google Places API removed its free tier in February 2025. The new pricing starts at ~$275/month for...

Dev.to · John Leslie
⚡ AI Lesson
2mo ago
I made a free REST API that turns 'find cafes in Paris' into structured JSON
A free REST API for finding businesses by location. Try it curl...

Dev.to · John Leslie
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Are Prediction Markets Well-Calibrated? I Analyzed 7,661 Resolved Polymarket Markets
By John Leslie Prediction markets are booming. Polymarket alone processes billions in volume. But a...
DeepCamp AI