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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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You're Firing Your Best AI Operators

You're Firing Your Best AI Operators

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31 min read
I Built MCP Servers for 9 SaaS APIs. Here’s the Business Model Nobody’s Talking About.

I Built MCP Servers for 9 SaaS APIs. Here’s the Business Model Nobody’s Talking About.

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4 min read
Spec-driven development with AI is real now. The stale spec is the part nobody fixed.

Spec-driven development with AI is real now. The stale spec is the part nobody fixed.

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5 min read
Ineffable Intelligence -- RL ASI

Ineffable Intelligence -- RL ASI

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3 min read
From Clean CSVs to Production‑Shaped Data: A Practical Guide for Academic ML and Data Engineering

From Clean CSVs to Production‑Shaped Data: A Practical Guide for Academic ML and Data Engineering

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5 min read
Breaking the Tool Barrier: Making Uncensored Models Do Structured Work

Breaking the Tool Barrier: Making Uncensored Models Do Structured Work

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10 min read
Multi-Agent System Failures: What Goes Wrong When AI Agents Coordinate at Scale

Multi-Agent System Failures: What Goes Wrong When AI Agents Coordinate at Scale

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5 min read
Why I rebuilt xedge.tech around goals instead of tools

Why I rebuilt xedge.tech around goals instead of tools

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1 min read
"A no-key web search API for AI agents, and the MCP server that wraps it"

"A no-key web search API for AI agents, and the MCP server that wraps it"

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7 min read
Extract Plain Text from Medium Posts for RAG and Search Indexes

Extract Plain Text from Medium Posts for RAG and Search Indexes

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2 min read
One MCP server for Jira, Confluence and Bitbucket: 61 tools under one config

One MCP server for Jira, Confluence and Bitbucket: 61 tools under one config

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2 min read
Building Hermes Agent: A Layered Memory System for Personal AI Agents

Building Hermes Agent: A Layered Memory System for Personal AI Agents

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6 min read
How we built a WhatsApp AI chatbot for a London estate agency using n8n and OpenAI in 48 hours

How we built a WhatsApp AI chatbot for a London estate agency using n8n and OpenAI in 48 hours

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3 min read
What Happens to Your Data When You Cancel an AI SaaS Subscription

What Happens to Your Data When You Cancel an AI SaaS Subscription

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4 min read
I got tired of feeding my expense tracker, so I spent years building one that feeds itself

I got tired of feeding my expense tracker, so I spent years building one that feeds itself

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3 min read
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