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⚡ AI Lessons

Dev.to · KazKN
⚡ AI Lesson
1mo ago
I Built an Apify Actor to Compare Luxury Handbag Resale Prices Across 4 Marketplaces
I built an Apify Actor that compares public resale listings for Hermes Birkin, Hermes Kelly, and...

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
I Built the Wrong Scraper First. The Data Looked Clean and Was Still Useless.
A build-in-public failure story about why marketplace scrapers need state, sold signals, seller context, condition, and price history instead of only clean prod

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Your Scraper Returns 200 OK and Still Lies: 7 Marketplace Checks I Use
A practical checklist for making marketplace scrapers safer: sold state, disappearance, seller country, condition, precision filters, price history, and review

Dev.to · KazKN
🛠️ AI Tools & Apps
⚡ AI Lesson
1mo ago
I built an Apify actor that turns vet clinic lists into buyer-fit M&A targets
A technical walkthrough of a vertical Apify actor for veterinary M&A sourcing: state filters, chain exclusion, readiness scoring, buyer-fit mapping, Google/Yelp

Dev.to · KazKN
⚡ AI Lesson
2mo ago
How I shipped a cross-platform watch arbitrage tracker on Apify in 2 weeks (and the 5 production bugs that almost killed the launch)
A 2-week build journal for a Patek/Rolex/AP cross-platform arbitrage tracker on Apify. Crawlee + Camoufox + MCP server. The 5 production bugs I had to debug liv

Dev.to · KazKN
🧠 Large Language Models
⚡ AI Lesson
2mo ago
How to Build a Custom GPT Knowledge Base in Under 5 Minutes (No Local Setup)
Stop fighting npm install at 11pm. Ship a ChatGPT custom GPT or Claude Project knowledge file in 4 minutes with a hosted gpt-crawler on Apify. PPE pricing, MCP

Dev.to · KazKN
⚡ AI Lesson
2mo ago
How to Scrape Vinted in 2026 (Without Getting Blocked)
Step-by-step guide on how to scrape Vinted in 2026. Covers Datadome bypass, residential proxies, the Vinted API allowlist, legality across the EU, and a no-code

Dev.to · KazKN
⚡ AI Lesson
2mo ago
How I Built a Vinted Scraper That Survives Datadome (and 26 Country Redirects)
What it takes to ship a production scraper for a Datadome-protected marketplace across 26 EU countries — the architecture, the bugs that nearly killed me, and t

Dev.to · KazKN
⚡ AI Lesson
3mo ago
How to Find a $10k/mo SaaS Idea with Python and Apify (App Store Geo-Arbitrage)
Use Python and Apify to find proven US apps, detect localization gaps, and validate SaaS ideas with App Store review data.

Dev.to · KazKN
📋 Product Management
⚡ AI Lesson
3mo ago
I stopped guessing what to build. Now I mine App Store reviews for validated SaaS ideas.
Mine App Store reviews to validate SaaS ideas, spot localization gaps, and find proven US apps worth adapting for underserved markets.

Dev.to · KazKN
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
The Geo-Arbitrage Playbook: Find US Apps to Localize Before You Write Code
Use geo-arbitrage and country-specific App Store reviews to find US apps worth localizing before you write a single line of code.

Dev.to · KazKN
📋 Product Management
⚡ AI Lesson
3mo ago
How I Validate Micro-SaaS Ideas by Mining 1-Star App Store Reviews
Learn how to validate micro-SaaS ideas by mining 1-star App Store reviews across countries and turning complaints into proven product opportunities.

Dev.to · KazKN
3mo ago
How I Use Geo-Arbitrage and 1-Star Reviews to Find $10k/mo SaaS Ideas
Here is a hard truth I learned the expensive way. Building software before validating the market is...

Dev.to · KazKN
⚡ AI Lesson
3mo ago
How to find $10k/mo SaaS Ideas using App Store Geo-Arbitrage
Most developers burn 6 months building an app from scratch, launch it, and get zero revenue. Today,...

Dev.to · KazKN
🚀 Entrepreneurship & Startups
⚡ AI Lesson
3mo ago
How to Find a $10k/mo SaaS Idea with Python & Apify (Geo-Arbitrage)
The biggest mistake developers make is writing code before validating the market. We spend 6 months...

Dev.to · KazKN
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Top 5 Developer Tools to Find Micro-SaaS Ideas Before Coding (2026)
We’ve all been there. You spend 6 months building a beautiful web app, optimizing the database, and...

Dev.to · KazKN
⚡ AI Lesson
3mo ago
🚀 Bypassing Vinted Rate Limits in 2026: The Residential Proxy Playbook
Learn how to bypass Vinted 429 Too Many Requests rate limits using Apify residential proxies and intelligent scraping techniques.

Dev.to · KazKN
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Data Scraping Strategy: Finding Underserved App Store Markets Globally
Discover how to use App Store data scraping and geo-arbitrage to find underserved markets and build lucrative localized clones of successful US apps.

Dev.to · KazKN
⚡ AI Lesson
3mo ago
Bypassing Vinted Rate Limits in 2026: The Ultimate Smart Scraper Approach
Why Vinted Scrapers Fail in 2026 If you've tried scraping Vinted recently, you know the...

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Steal My Workflow: Scraping the iOS App Store to Find High-LTV Subscription Apps
I remember the exact moment my third iOS app flatlined. It was 2:00 AM on a Tuesday. I was staring...

Dev.to · KazKN
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Building a Resilient Vinted Data Pipeline: Overcoming Bot Detection with Apify
Building a Resilient Vinted Data Pipeline: Overcoming Bot Detection with Apify When...

Dev.to · KazKN
⚡ AI Lesson
3mo ago
Why Python Fails at Scraping Vinted in 2026 (And How to Fix It)
Find out why standard Python scraping libraries fail on Vinted in 2026. Learn how Datadome fingerprints bots and how to extract data reliably.

Dev.to · KazKN
⚡ AI Lesson
3mo ago
How I Built a Cross-Country Vinted Scraper Without Getting Blocked in 2026
A technical war diary on building a cross-country Vinted scraper in 2026. Learn how to bypass Datadome, manage proxy pools, and extract clean JSON data.

Dev.to · KazKN
3mo ago
Scraping Vinted: Bypassing Cloudflare and Scaling Real-Time Alerts with n8n
Learn how to bypass Cloudflare Turnstile on Vinted and scale your infrastructure for real-time reselling alerts using Apify and n8n.
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