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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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I Did the Math on Kimi K3. The $15 Output Price Isn't the Whole Cost Story.

I Did the Math on Kimi K3. The $15 Output Price Isn't the Whole Cost Story.

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7 min read
5 Pitfalls I Hit Running LiteLLM Proxy in Production (with a 1-page survival map)

5 Pitfalls I Hit Running LiteLLM Proxy in Production (with a 1-page survival map)

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4 min read
Stop Loading Your Entire Instruction System Into Every Session

Stop Loading Your Entire Instruction System Into Every Session

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Comments 1
5 min read
Claude 3.5 Sonnet Isn't Just an Upgrade. It's a New Baseline.

Claude 3.5 Sonnet Isn't Just an Upgrade. It's a New Baseline.

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Comments 1
3 min read
The "Demo vs. Production" Trap: Building a Scalable Kafka Pipeline for LLMs

The "Demo vs. Production" Trap: Building a Scalable Kafka Pipeline for LLMs

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2 min read
I built a WordPress glossary tooltip plugin

I built a WordPress glossary tooltip plugin

Comments 1
1 min read
The Guardrail Has to Be Code: How a Runaway Local LLM Corrupted APFS and Bricked a Mac Mini

The Guardrail Has to Be Code: How a Runaway Local LLM Corrupted APFS and Bricked a Mac Mini

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Comments 2
8 min read
Drop-in sentiment, summary & NER without managing an LLM key

Drop-in sentiment, summary & NER without managing an LLM key

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1 min read
Why Your Insurance Chatbot Failed (And What AI Agents Do Differently)

Why Your Insurance Chatbot Failed (And What AI Agents Do Differently)

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4 min read
My Publishing Agent Runs Twice a Day and Remembers Nothing. That's the Design, Not the Bug.

My Publishing Agent Runs Twice a Day and Remembers Nothing. That's the Design, Not the Bug.

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Comments 1
4 min read
AI doesn't write bad code. It writes plausible code — so I tried to break my own AI-built app

AI doesn't write bad code. It writes plausible code — so I tried to break my own AI-built app

Comments 2
3 min read
One .env Key Held Two Different Usernames. My Fix Wasn't to Make the Code Guess Better.

One .env Key Held Two Different Usernames. My Fix Wasn't to Make the Code Guess Better.

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Comments 1
4 min read
aegis-gov: a small Python library for multi-agent task graphs and circuit breakers

aegis-gov: a small Python library for multi-agent task graphs and circuit breakers

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5 min read
How I Built a 24 Game Solver: Brute-Force Meets Elegance in TypeScript

How I Built a 24 Game Solver: Brute-Force Meets Elegance in TypeScript

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4 min read
I Built an AI Agent That Remembers Why Customers Leave (And I'm Building My Way Into AI Development)

I Built an AI Agent That Remembers Why Customers Leave (And I'm Building My Way Into AI Development)

Comments 6
3 min read
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