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My exactly-once refund paid twice, and 373 passing tests could never have caught it

My exactly-once refund paid twice, and 373 passing tests could never have caught it

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6 min read
pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

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5 min read
Why Does obj.method() Automatically Receive self? A Deep Dive into Python Method Binding

Why Does obj.method() Automatically Receive self? A Deep Dive into Python Method Binding

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1 min read
Automating Smart Shopping: I Built an Amazon Product Rate Tracker

Automating Smart Shopping: I Built an Amazon Product Rate Tracker

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1 min read
Activation Functions: Why Non-Linearity Is Everything

Activation Functions: Why Non-Linearity Is Everything

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3 min read
Expected goals (xG) from scratch, and why the scoreboard lies

Expected goals (xG) from scratch, and why the scoreboard lies

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4 min read
I Cut My AI Bill 97.5% in One Afternoon — And You Can Too

I Cut My AI Bill 97.5% in One Afternoon — And You Can Too

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7 min read
Your AI agent can refuse to leak a secret — and leak it anyway, in its "thinking"

Your AI agent can refuse to leak a secret — and leak it anyway, in its "thinking"

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6 min read
Multi-Agent Systems in Production: When One Agent Isn't Enough and How We Coordinate Them

Multi-Agent Systems in Production: When One Agent Isn't Enough and How We Coordinate Them

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5 min read
HCC V28 Transition Timeline & Phase-In Impact

HCC V28 Transition Timeline & Phase-In Impact

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2 min read
You Can't Unit-Test an LLM. Here's What I Built Instead.

You Can't Unit-Test an LLM. Here's What I Built Instead.

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8 min read
🚀 Never Write a README.md from Scratch Again — Meet readmeai

🚀 Never Write a README.md from Scratch Again — Meet readmeai

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1 min read
"5 Python mistakes I keep making as a beginner (and how I fixed them)"

"5 Python mistakes I keep making as a beginner (and how I fixed them)"

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3 min read
How to Hack an AI Agent (And How to Stop It)

How to Hack an AI Agent (And How to Stop It)

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4 min read
How to Govern 200+ Agent Skills: L0-L4 Classification, YAML Templates, and Python Toolchain

How to Govern 200+ Agent Skills: L0-L4 Classification, YAML Templates, and Python Toolchain

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9 min read
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