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February 2026

Simulating Quantum Decision Models in Pure Python (No QPU Required)
7 mins read

Simulating Quantum Decision Models in Pure Python (No QPU Required)

  • AI/ML
February 26, 2026April 19, 2026 Priya SharmaTagged Python quantum

I spent most of last week arguing with a vendor who insisted we needed cloud QPU access to run our new multi-agent decision matrix.

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I Turned on the Python 3.14 JIT in Production (Well, Staging). Here’s the Truth.
6 mins read

I Turned on the Python 3.14 JIT in Production (Well, Staging). Here’s the Truth.

  • Data Engineering
February 25, 2026April 19, 2026 Silas MontgomeryTagged Python JIT

Well, I have to admit, I was a bit skeptical about this whole Python JIT thing at first. In my experience, “free performance” usually comes …

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Poetry is Dead to Me: Why I Switched to uv
4 mins read

Poetry is Dead to Me: Why I Switched to uv

  • Automation
February 23, 2026April 19, 2026 Silas MontgomeryTagged Uv installer

Actually, I should clarify – I held on for as long as I could. Really, I did. I was the guy in the team chat defending Poetry 1 back in 2023.

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Numpyro: Probabilistic Programming That Doesn’t Waste My Time
8 mins read

Numpyro: Probabilistic Programming That Doesn’t Waste My Time

  • Data Science
February 20, 2026April 19, 2026 Riko IshikawaTagged NumPy news

I remember the bad old days of probabilistic programming. You’d define a hierarchical model, hit “sample,” and then—I’m not joking—go watch an entire.

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TF 2.18 & Keras: Real-World Performance Review
7 mins read

TF 2.18 & Keras: Real-World Performance Review

  • AI/ML
February 16, 2026April 19, 2026 Riko IshikawaTagged Keras updates

I finally bit the bullet last week. After ignoring the notification icons for two months, I upgraded our main training pipeline to TensorFlow 2.18.

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Why I Finally Switched to Hatch for Python Builds
5 mins read

Why I Finally Switched to Hatch for Python Builds

  • Automation
February 13, 2026April 19, 2026 Riko IshikawaTagged Hatch build

Actually, I should clarify — I’ve spent the last decade fighting with Python packaging. I’ve written setup.py files that looked like spaghetti code.

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Python Quantum: It’s Messy, But It Works
6 mins read

Python Quantum: It’s Messy, But It Works

  • Cloud Computing
February 12, 2026April 19, 2026 Silas MontgomeryTagged Python quantum

Actually, I remember sitting in that lecture hall back in 2018. The physicist’s talk about quantum computers ” breaking encryption ” and “solving climate.

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Taipy: Why I Finally Ditched Streamlit for Production Apps
3 mins read

Taipy: Why I Finally Ditched Streamlit for Production Apps

  • Data Engineering
February 11, 2026April 19, 2026 Mateo VargasTagged Taipy news

Well, I have a confession to make. For the last five years, I’ve been utterly hooked on “script-to-web” tools.

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RNNs Aren’t Dead: Liquid Networks in Keras 3
8 mins read

RNNs Aren’t Dead: Liquid Networks in Keras 3

  • AI/ML
February 7, 2026April 19, 2026 Riko IshikawaTagged Keras updates

I distinctly remember the funeral we all held for Recurrent Neural Networks around 2019. The Transformer architecture had just walked into the room, eaten.

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LlamaCloud’s Multimodal RAG: Finally, No More Glue Code
8 mins read

LlamaCloud’s Multimodal RAG: Finally, No More Glue Code

  • AI/ML
February 5, 2026April 19, 2026 Priya SharmaTagged LlamaIndex news

Well, that’s not entirely accurate — I’ve actually been playing around with LlamaCloud for a while now. You know the drill.

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Recent Posts

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  • Inside Polars’ Lazy Query Engine: How Predicate Pushdown Beats Pandas
  • Inside CPython Sub-Interpreters: How Immortal Objects Share Memory Without the GIL
  • Inside CPython’s obmalloc: How the Small Object Allocator Avoids the System Heap

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