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AI&AutomationMar 10, 2026

What Is an AI Agent? From Chatbot to Autonomous Actor

The Question That Started It All A developer recently asked me: "Are Claude or Cursor considered AI Agents?" It's a deceptively simple question. The answer forced a deeper look at what "Agent" actu...

aiagentllmcursormcpautomation
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Tools&WorkflowMar 10, 2026

How I Built a Custom MCP Server for My Personal Blog — ginbok-web

From Idea to MCP: Connecting AI to My Blog A few weeks ago, I had a simple but ambitious idea: what if I could talk to my blog the same way I talk to an AI assistant? Not just read posts — but lis...

mcpaiautomationworkflowcursorllm
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AI&AutomationMar 9, 2026

MCP Server for E-commerce: AI Agents as the New Ops Team

"The future of e-commerce management is shifting away from building more complex internal dashboards and moving toward creating standardized interfaces where AI agents can act as an intelligent, sc...

aiautomationdigital-transformationstrategyworkflow
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AI&AutomationMar 8, 2026

RAG & Vector DB: The Strategy Behind AI Knowledge Retrieval

"In the age of generative AI, the true competitive advantage isn't the model you use—it's how effectively you connect that model to your proprietary enterprise data without compromising security or...

aiautomationstrategyllmdigital-transformation
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AI&AutomationMar 6, 2026

The Illusion of 1M Token Context Windows: A Strategic AI Reality Check

This article is inspired by the work of Duy Nguyen. The Arms Race of Artificial Intelligence Context Windows In the rapidly evolving landscape of Large Language Models (LLMs), we have ente...

aistrategyllmautomationworkflow
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AI&AutomationMar 5, 2026

PicoLM at the Edge: Run AI on $10 Hardware, No Cloud Needed

The Problem With Cloud AI Most AI setups look like this: Your Device │ ├── sends data ──► Cloud API (OpenAI / Anthropic) │ │ │ ▼ │◄...

aistrategyautomationperformanceux
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AI&AutomationMar 5, 2026

Why AI-ERP Integration Fails: The Case for Semantic Architecture

This article is adapted from the architectural viewpoints of Ngo Tung Son on semantic-centric AI systems. In the current landscape of digital acceleration, enterprise leaders are increasingly askin...

aistrategyworkflowintegration
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Tools&WorkflowMar 4, 2026

From Bug Report to Fix in 15 Minutes: The AI Debugging Revolution

It was a regular Tuesday morning. I was sipping my first coffee, settling into the rhythm of the day while working on ShopFlow—our flagship B2B e-commerce platform. ShopFlow is a complex beast; it ...

aiworkflowbackendautomationllm
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EngineeringNotesMar 4, 2026

Updating Google OAuth and Supabase for New Domains

When migrating an application to a new domain, such as transitioning to erp.ginbok.com, updating your authentication providers is critical. If the handshake between Google OAuth and Supabase isn't ...

backendsecurityworkflow
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Tools&WorkflowMar 3, 2026

Deep Dive: How Cursor and MCP Transform Natural Language into SQL

The landscape of software development is shifting from manual coding to agentic orchestration. One of the most significant breakthroughs in this transition is the ability for Large Language Models ...

aicursorllmworkflowintegration
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