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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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Building an AI Agent That Knows When Not to Guess (Qwen + MCP)

Uncertainty as a first-class output

Building an AI Agent That Knows When Not to Guess (Qwen + MCP)

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3 min read
💰Don’t Waste Tokens on Data Entry: Tag Customer Reviews Overnight with ZeroGPU Batch API

💰Don’t Waste Tokens on Data Entry: Tag Customer Reviews Overnight with ZeroGPU Batch API

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2 min read
A Streaming-First UI Framework Built for the AI Era

A Streaming-First UI Framework Built for the AI Era

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3 min read
Stop copy-pasting AI skills between repos: package them as Claude Code plugins

Stop copy-pasting AI skills between repos: package them as Claude Code plugins

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2 min read
Async Scraping Jobs Are Usually a Better Fit for RAG Ingestion Than Blocking Requests

Async Scraping Jobs Are Usually a Better Fit for RAG Ingestion Than Blocking Requests

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4 min read
Stratagems #17: Alex Set an AI Bait. The Catch Wasn't Code — It Was Someone Who Shouldn't Have Been Watching.

Linear 1.5% decay revealing human intent

Stratagems #17: Alex Set an AI Bait. The Catch Wasn't Code — It Was Someone Who Shouldn't Have Been Watching.

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10 min read
The AI Testing Trap: How Japan's QA Engineers Are Getting Burned by the Same Efficiency Gains That Look Great on Resumes

The AI Testing Trap: How Japan's QA Engineers Are Getting Burned by the Same Efficiency Gains That Look Great on Resumes

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5 min read
From Delivery Rider to Building My First AI System — Here's My Story

From Delivery Rider to Building My First AI System — Here's My Story

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5 min read
The Skill Review: A New Artifact for a New Workflow

The Skill Review: A New Artifact for a New Workflow

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9 min read
Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)

Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)

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4 min read
The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks

The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks

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13 min read
I Spent 3 Days Building a SaaS Admin Dashboard Template in Next.js — Here's Everything I Learned

I Spent 3 Days Building a SaaS Admin Dashboard Template in Next.js — Here's Everything I Learned

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3 min read
House Prices Prediction: My Production-Level Approach to Advanced Regression Techniques

House Prices Prediction: My Production-Level Approach to Advanced Regression Techniques

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11 min read
How I Cut My Translation Bill 60% With This API Trick

How I Cut My Translation Bill 60% With This API Trick

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8 min read
Engineer Experience: Why & How to Measure It | Audacia Insights

Engineer Experience: Why & How to Measure It | Audacia Insights

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7 min read
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