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A generated MP4 is not a delivered result: checks from a pet memorial tool

A generated MP4 is not a delivered result: checks from a pet memorial tool

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4 min read
How to Provision and Warm Up a Dedicated Email IP with Python

How to Provision and Warm Up a Dedicated Email IP with Python

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6 min read
A 200 OK Is Not a Finished Answer: Classifying Model-Call Failures Before You Retry

A 200 OK Is Not a Finished Answer: Classifying Model-Call Failures Before You Retry

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6 min read
Your Refactor Copies a List. The Caller Still Holds the Old One.

Your Refactor Copies a List. The Caller Still Holds the Old One.

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5 min read
Turn any web page into typed JSON with an LLM and a JSON Schema (Python)

Turn any web page into typed JSON with an LLM and a JSON Schema (Python)

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6 min read
I Built RepoSéance 👻: Bringing Forgotten Codebases Back to Life with Local AI

Hacktoberfest Open-Source AI Challenge: Ghost in the Machine Submission 👻🌼

I Built RepoSéance 👻: Bringing Forgotten Codebases Back to Life with Local AI

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4 min read
When tennis Elo and the market disagree: build a research shortlist, not a magic pick

When tennis Elo and the market disagree: build a research shortlist, not a magic pick

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5 min read
Modeling All-Electric Blow Molding Payback in a Few Lines of Python

Modeling All-Electric Blow Molding Payback in a Few Lines of Python

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3 min read
Idempotent Order Handling for Crypto Checkout: Avoiding Double Fulfilment

Idempotent Order Handling for Crypto Checkout: Avoiding Double Fulfilment

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2 min read
Replicating a PyPI dependency-pinning number: the published 29% exact-pin share drops to 9-17% on fresh latest-release data

Replicating a PyPI dependency-pinning number: the published 29% exact-pin share drops to 9-17% on fresh latest-release data

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5 min read
Just published a website with the Constant State Detection Algorithm implementation.

Just published a website with the Constant State Detection Algorithm implementation.

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1 min read
Route Every Model-Drafted Sentence to a Named Human: A Provenance Ownership Gate for Docs

Route Every Model-Drafted Sentence to a Named Human: A Provenance Ownership Gate for Docs

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6 min read
Finding Local Businesses With No Website (or an Unclaimed Google Profile) for Lead Lists

Finding Local Businesses With No Website (or an Unclaimed Google Profile) for Lead Lists

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5 min read
From Data Pipelines to Naval Warfare: Building Battleship in the Python Terminal

From Data Pipelines to Naval Warfare: Building Battleship in the Python Terminal

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9 min read
LiteLLM 1.107.0 Was Built From a Lookalike Fork: What PyPI Provenance Can and Cannot Tell You

LiteLLM 1.107.0 Was Built From a Lookalike Fork: What PyPI Provenance Can and Cannot Tell You

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23 min read
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