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I Built a Tool That Detects AI Training — And I Need Your Help.
So… I built something: a small browser extension that tells you when a website you’re visiting might be using your data to train AI models. It’s not dramatic, b...
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🚀 The Essential Patterns Behind Modern AI Agents
A practical guide for developers, product managers, analysts, and business leaders on the essential architectural patterns that power modern AI agents. What Is...
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re:Invent25, jour 1 : « boom »
!Cover image for re:Invent25, jour 1 : « boom »https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to...
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Don’t Limit Yourself: Why Broadening Your Tech Horizons Keeps You Relevant
If there is one thing time has taught me working in IT, it is this: getting stuck with what you already know is the fastest path to being left behind. Our field...
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RAG Ingestion: The Hidden Bottleneck Behind Retrieval Failures
!Cover image for RAG Ingestion: The Hidden Bottleneck Behind Retrieval Failureshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,...
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The 16GB RAM Hell (And Why You Don’t Need a Cluster to Escape It)
Introduction: When Your Laptop Says “Enough” In the daily trenches of Data Engineering, I constantly face complex technical challenges. Ironically, the highest...
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Integrate Voice AI with Salesforce for Enhanced Customer Support
TL;DR Most Salesforce voice integrations break when call volume spikes or CRM queries timeout. This guide shows how to build a robust integration that handle...
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How I Built MCP Time-Traveler with Kiro: A Developer’s Journey Through Vibe Coding, Specs, Steering, Hooks, and MCP
🌱 Where the Idea Started Developers often discuss “what stack should I use?” but rarely ask, “what did this stack look like five or ten years ago?” I imagin...
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I Built an Enterprise Legacy Modernization Platform in 2 Days with Kiro AI (and You Can Too)
TL;DR: I built Legacy Resurrection Studio—a production‑ready platform with three specialized chambers for modernizing legacy code—in just 2 days using Kiro AI....
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Future-Ready Fulfillment Systems: A New Approach to Resilient, Flexible, and Scalable Logistics
The last decade has pushed e‑commerce, retail, and manufacturing industries into an era of rapid transformation. Customer expectations have shifted dramatically...
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Building a Cost-Effective AutoML Platform on AWS: $10-25/month vs $150+ for SageMaker Endpoints
TL;DR: I built a serverless AutoML platform that trains ML models for ≈ $10‑25 / month. Upload a CSV, select the target column, and get a trained model back—no...
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From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts
Self‑correction loops beat “perfect‑first‑time” approaches for local AI. Building a Retail Analytics Copilot that runs entirely on a laptop using a quantized 24...