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Marcus ma

Building search infrastructure for AI agents at Cloudsway. I write about real-time web search, agent graphs, RAG, APIs, and lessons from building production AI systems.

Joined Joined on  Personal website https://www.cloudsway.ai/
Agentic Search for Developers: How AI Agents Search, Evaluate, and Cite the Web

Agentic Search for Developers: How AI Agents Search, Evaluate, and Cite the Web

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8 min read

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AI Slop Is Becoming a Search Infrastructure Problem

AI Slop Is Becoming a Search Infrastructure Problem

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8 min read
DeepSeek Harness Explained: Why “Everything Is a Plugin” Matters

DeepSeek Harness Explained: Why “Everything Is a Plugin” Matters

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6 min read
Cursor Origin: Why AI Coding Is Moving Beyond the Editor

Cursor Origin: Why AI Coding Is Moving Beyond the Editor

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6 min read
Building an AI News Aggregator Without Drowning in Duplicate Stories

Building an AI News Aggregator Without Drowning in Duplicate Stories

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6 min read
I Tried DeepSeek Harness: Architecture and Quick Start

I Tried DeepSeek Harness: Architecture and Quick Start

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8 min read
Sales Prospecting with Web Search: How to Research Prospects Before Outreach

Sales Prospecting with Web Search: How to Research Prospects Before Outreach

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6 min read
How to Build a Competitor Monitoring Workflow with a Web Search API

How to Build a Competitor Monitoring Workflow with a Web Search API

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5 min read
Web Search API for AI Developers: How It Works and When to Use One

Web Search API for AI Developers: How It Works and When to Use One

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7 min read
How I Built a Source-Backed Research Paper Search Workflow

How I Built a Source-Backed Research Paper Search Workflow

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9 min read
How to Add a Real-Time Search Layer to an Agent Graph

How to Add a Real-Time Search Layer to an Agent Graph

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7 min read
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