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🚀 ModelDock — the package manager for local AI models

🚀 ModelDock — the package manager for local AI models

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1 min read
CPython’s Experimental JIT in Python 3.15

CPython’s Experimental JIT in Python 3.15

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3 min read
An Agent Patch Is a Hypothesis. Test It Like One.

An Agent Patch Is a Hypothesis. Test It Like One.

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5 min read
Building a Quote Monitoring Pipeline for Insurance Pricing

Building a Quote Monitoring Pipeline for Insurance Pricing

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4 min read
Prompt caching strategies to cut LLM costs by 70%

Prompt caching strategies to cut LLM costs by 70%

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5 min read
AUC 0.953 at $0 per 1,000 emails: explainable phishing detection that runs locally (open source and measured)

AUC 0.953 at $0 per 1,000 emails: explainable phishing detection that runs locally (open source and measured)

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3 min read
Handling Missing Values in pandas: dropna, fillna and What Each One Claims

Handling Missing Values in pandas: dropna, fillna and What Each One Claims

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14 min read
pandas drop_duplicates: keep='first', and the Row It Chose For You

pandas drop_duplicates: keep='first', and the Row It Chose For You

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13 min read
How to Install Python for Data Analysis (And Why pip install Then Fails)

How to Install Python for Data Analysis (And Why pip install Then Fails)

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13 min read
FileToolkit: Offline Python CLI for batch image compression, PDF tools, dedupe & OCR

FileToolkit: Offline Python CLI for batch image compression, PDF tools, dedupe & OCR

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1 min read
How hash maps work.

How hash maps work.

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5 min read
Always-on agents arrived this week. Here's the gate for what they read.

Always-on agents arrived this week. Here's the gate for what they read.

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4 min read
The decisions in my entity resolution pipeline that I still make myself

The decisions in my entity resolution pipeline that I still make myself

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2 min read
Validating Input at the Edge: Why Four Checks in Four Places Are Worse Than One Border

Validating Input at the Edge: Why Four Checks in Four Places Are Worse Than One Border

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13 min read
I reverted the fix in 181 real changes to see if the tests would notice

I reverted the fix in 181 real changes to see if the tests would notice

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4 min read
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