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A sticker over 15% of a QR code is fine. Erasing 0.7% of it kills the code.

A sticker over 15% of a QR code is fine. Erasing 0.7% of it kills the code.

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5 min read
I Wrote the Code This Time. Does It Count If the Answer Was Wrong?

I Wrote the Code This Time. Does It Count If the Answer Was Wrong?

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6 min read
I built a self-hostable AI data analyst — 4 agents, sandboxed code execution, your choice of LLM

I built a self-hostable AI data analyst — 4 agents, sandboxed code execution, your choice of LLM

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5 min read
An embedding is a lookup table, and everything else is how you fill it

An embedding is a lookup table, and everything else is how you fill it

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9 min read
decider: one forward pass, typed decisions, calibrated probabilities

decider: one forward pass, typed decisions, calibrated probabilities

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5 min read
Before You Ship Your Python AI Agent: Testing, Observability, and the $0 Stack

Before You Ship Your Python AI Agent: Testing, Observability, and the $0 Stack

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6 min read
I built ChibiRigKit: turning a single character image into an animated 2D rig

I built ChibiRigKit: turning a single character image into an animated 2D rig

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6 min read
Big-O explained simply

Big-O explained simply

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3 min read
Airbnb has no public API - how to get listing and price data for any city (Python)

Airbnb has no public API - how to get listing and price data for any city (Python)

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4 min read
A PR walkthrough needs evidence between the steps

A PR walkthrough needs evidence between the steps

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3 min read
Reading Zora Creator Rewards on Base When Nothing Is Indexed

Reading Zora Creator Rewards on Base When Nothing Is Indexed

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5 min read
Parametric vs Non-Parametric Statistical Tests in Python

Parametric vs Non-Parametric Statistical Tests in Python

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6 min read
Stateful vs Stateless MCP: Why Your AI Agents Crash and How to Build a Resilient Harness for zsh

Stateful vs Stateless MCP: Why Your AI Agents Crash and How to Build a Resilient Harness for zsh

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5 min read
I Built an AI Agent That Does X — Here's What Actually Broke

I Built an AI Agent That Does X — Here's What Actually Broke

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4 min read
Validate Poland's e-invoices offline against the official XSD, then make your validator fail on purpose

Validate Poland's e-invoices offline against the official XSD, then make your validator fail on purpose

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5 min read
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