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My numpy rewrite was 300x faster in isolation. End-to-end it was slower.
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My numpy rewrite was 300x faster in isolation. End-to-end it was slower.

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5 min read
The Hidden Cost of AWS Lambda SnapStart for Python, and How I Fixed It with Durable Functions
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The Hidden Cost of AWS Lambda SnapStart for Python, and How I Fixed It with Durable Functions

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4 min read
Python virtual environments: Inside .venv (Anatomy)
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Python virtual environments: Inside .venv (Anatomy)

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3 min read
Why I Built an AI-Powered Test Data Generator (and When You Shouldn't Use AI for Fixtures)
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Why I Built an AI-Powered Test Data Generator (and When You Shouldn't Use AI for Fixtures)

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3 min read
Building CDDBS — Part 2: Inside the Analysis Pipeline
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Building CDDBS — Part 2: Inside the Analysis Pipeline

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8 min read
I Gave My AI Agent an Email Address. Here's What Happened.

I Gave My AI Agent an Email Address. Here's What Happened.

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3 min read
21 Tools. Zero Product. That Changes Today.
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21 Tools. Zero Product. That Changes Today.

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4 min read
The Complete Guide to AI Agents — Architecture, Tools, and Deployment

The Complete Guide to AI Agents — Architecture, Tools, and Deployment

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6 min read
A 3rd year CS student's attempt to reduce AI's water footprint — EcoCache (A Python Library)

A 3rd year CS student's attempt to reduce AI's water footprint — EcoCache (A Python Library)

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2 min read
OMOP Odyssey - Vanna AI ( The Underworld )

OMOP Odyssey - Vanna AI ( The Underworld )

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7 min read
I built a machine-readable UK Chart of Accounts for Python (because one didn't exist)
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166 codes with VAT and HMRC box mappings

I built a machine-readable UK Chart of Accounts for Python (because one didn't exist)

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3 min read
Karpathy's agent-native infrastructure + working Python agent template
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Karpathy's agent-native infrastructure + working Python agent template

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1 min read
Stop Silent Scraper Failures: Using Pydantic for Instant Layout Change Detection
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Stop Silent Scraper Failures: Using Pydantic for Instant Layout Change Detection

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5 min read
Replacing Gmail's "fetch mail from other accounts" with procmail + IMAP

Replacing Gmail's "fetch mail from other accounts" with procmail + IMAP

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2 min read
We Scanned 3 AI Frameworks for EU AI Act Compliance — Here's What We Found

We Scanned 3 AI Frameworks for EU AI Act Compliance — Here's What We Found

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5 min read
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