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📰 Dev.to · Peter

20 articles · Updated every 3 hours · View all reads

All Articles 111,116Blog Posts 121,327Tech Tutorials 28,311Research Papers 22,451News 16,632 ⚡ AI Lessons
Five Node Types and Global Interrupts: How Voicetest Models Real Agent Graphs
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...
How to Map French Company Director Networks: Beyond SIRENE and INPI APIs
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...
How to Monitor Austrian Insolvencies Without a Government License
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...
I Built Skills That Let AI Agents Query 14 European Government Registries
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.
How to Scrape 620,000 Austrian Businesses from WKO Firmen A-Z (Official Chamber of Commerce Directory)
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...
The Spot Instance That Killed Our Payments Service (And Why It Took Us 47 Minutes to Find It)
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...
UOKiK Scraper: Polish Banned Contract Clauses
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.
AngelHub vs Signed: Which Angel Portfolio Tracker Should You Use in 2026?
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.
Shopify Agentic Storefronts Enabled? Your UCP Profile Still Has Gaps.
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...
Build a TypeScript Price Monitoring Pipeline with @agorio/sdk
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
eKRS Scraper: Polish Company Financial Data
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
Valid JSON, broken discovery: the UCP checks that should fail your build
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...
How to Check Polish Company Insolvency Programmatically (KRZ Scraper)
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
Testing Voice Agents Across 4 Platforms With a Single Tool
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...
Generative Engine Optimization (GEO): How to Make Your Store Visible to AI Shopping Agents
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
Zero-Click Retail Is Here: What Every E-Commerce Merchant Needs to Know in 2026
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