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From Bootcamp to APIs: My Wild Ride Comparing US and China AI Models

From Bootcamp to APIs: My Wild Ride Comparing US and China AI Models

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9 min read
Building a Rotating Proxy Pool in Python That Survives Failures

Building a Rotating Proxy Pool in Python That Survives Failures

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3 min read
One Gradient Spike, Six Batches to NaN: Debugging a Deterministic Neural-Network Training Failure

One Gradient Spike, Six Batches to NaN: Debugging a Deterministic Neural-Network Training Failure

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6 min read
How Python's Import System Works and Why It Matters for Debugging

How Python's Import System Works and Why It Matters for Debugging

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2 min read
5 Tests to Catch Bugs

5 Tests to Catch Bugs

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5 min read
Porting Gemma-4 12B (the encoder-free multimodal one) to AWS Inferentia2

Porting Gemma-4 12B (the encoder-free multimodal one) to AWS Inferentia2

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4 min read
WorkerDeck is now on PyPI (and its own test suite fell into the zombie trap)

WorkerDeck is now on PyPI (and its own test suite fell into the zombie trap)

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3 min read
Find B2B Leads the Moment a Company Raises Funding (Free API + Python)

Find B2B Leads the Moment a Company Raises Funding (Free API + Python)

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4 min read
Architecting Kubernetes Deployments with Python

Architecting Kubernetes Deployments with Python

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10 min read
I Tested Direct Provider APIs vs Aggregators — Here's the Truth

I Tested Direct Provider APIs vs Aggregators — Here's the Truth

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7 min read
I Built an AI Agent with Claude's Tool-Use Loop (Web Search, SQL, and More)

I Built an AI Agent with Claude's Tool-Use Loop (Web Search, SQL, and More)

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3 min read
I thought my PDF parser was done — then I ran it on 80 real resumes

I thought my PDF parser was done — then I ran it on 80 real resumes

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5 min read
I built Regdrift, a CLI and GitHub Action for detecting breaking CMSIS-SVD changes

I built Regdrift, a CLI and GitHub Action for detecting breaking CMSIS-SVD changes

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1 min read
Rhumb — static user-journey maps from your frontend source

Rhumb — static user-journey maps from your frontend source

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1 min read
I ran my code analyzer on 9 codebases it had never seen. It found 3 real bugs, and embarrassed me first.

I ran my code analyzer on 9 codebases it had never seen. It found 3 real bugs, and embarrassed me first.

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5 min read
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