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⚡ AI Lessons

Dev.to · Peter
⚡ AI Lesson
1w ago
Building a Dual-Protocol Checkout with Agorio SDK: Support UCP and ACP in Your AI Commerce Agent
Building a Dual-Protocol Checkout with Agorio SDK: Support UCP and ACP in Your AI Commerce...

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
An AI agent deleted my work without asking
I was using Claude Code to clean up some stashed changes. It ran git stash drop. No confirmation....

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Designing Voice Agents Like Chips: Coverage Closure for Agent FSMs
A voice agent and a SoC differ entirely at the substrate level — one is a graph of prompts driving an...

Dev.to · Peter
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
How to Build a React Datatable Like Linear in 2026
A few years ago, if you asked “what React table should I use?”, the conversation was mostly about...

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Five Node Types and Global Interrupts: How Voicetest Models Real Agent Graphs
A voice agent graph is more than a list of conversational states with prompts. Real agents extract...

Dev.to · Peter
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs If you do due...

Dev.to · Peter
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
How to Monitor Austrian Insolvencies Without a Government License
How to Monitor Austrian Insolvencies Without a Government License Austrian corporate...

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
I Built Skills That Let AI Agents Query 14 European Government Registries
getregdata - open-source Claude Code skills for extracting data from Polish, Spanish, Austrian, and French government registries. Works across 45+ AI agents.

Dev.to · Peter
⚡ AI Lesson
2mo ago
How to Scrape 620,000 Austrian Businesses from WKO Firmen A-Z (Official Chamber of Commerce Directory)
How to Scrape 620,000 Austrian Businesses from WKO Firmen A-Z (Official Chamber of Commerce...

Dev.to · Peter
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
The Spot Instance That Killed Our Payments Service (And Why It Took Us 47 Minutes to Find It)
It started at 1:49 AM. PagerDuty fired — payments-service entering CrashLoopBackOff, 3 replicas...

Dev.to · Peter
⚡ AI Lesson
2mo ago
UOKiK Scraper: Polish Banned Contract Clauses
UOKiK abusive clauses scraper - search 7,500+ court-banned contract clauses in Poland by defendant or industry. Structured JSON output via API.

Dev.to · Peter
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
AngelHub vs Signed: Which Angel Portfolio Tracker Should You Use in 2026?
Honest comparison of AngelHub and Signed - pricing, features, and which tool fits your angel investing workflow better.

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Shopify Agentic Storefronts Enabled? Your UCP Profile Still Has Gaps.
You enabled Shopify's Agentic Storefronts. You verified your .well-known/ucp returns JSON. Google AI...

Dev.to · Peter
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Build a TypeScript Price Monitoring Pipeline with @agorio/sdk
Learn to build a robust price monitoring system using Agorio's UCP/ACP client and automated product tracking

Dev.to · Peter
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
eKRS Scraper: Polish Company Financial Data
eKRS financial statements scraper extracts balance sheets, P&L, and structured financial data from Poland's court register. Time-based AES encryption, JSON outp

Dev.to · Peter
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Valid JSON, broken discovery: the UCP checks that should fail your build
If your /.well-known/ucp file is valid JSON but Google AI Mode or other UCP agents still cannot use...

Dev.to · Peter
⚡ AI Lesson
3mo ago
How to Check Polish Company Insolvency Programmatically (KRZ Scraper)
No public API exists for Poland's National Debtor Registry. Here's how to get the data anyway - JWT capture, REST API reverse engineering, and structured JSON o

Dev.to · Peter
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Testing Voice Agents Across 4 Platforms With a Single Tool
If you've built voice agents on more than one platform, you know the problem: each one has its own...

Dev.to · Peter
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Generative Engine Optimization (GEO): How to Make Your Store Visible to AI Shopping Agents
Traditional SEO optimized for search engines. GEO optimizes for AI agents. In 2026, the depth of your structured data determines whether AI agents surface your

Dev.to · Peter
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
Zero-Click Retail Is Here: What Every E-Commerce Merchant Needs to Know in 2026
93% of AI Mode searches end without a click. Organic CTR is down 61%. AI agents are completing purchases without ever visiting your website. Here's what merchan
DeepCamp AI