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Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

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33 min read
Common Challenges in AI Software Development (and How to Fix Them)

Common Challenges in AI Software Development (and How to Fix Them)

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7 min read
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam

CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam

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8 min read
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works

MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works

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13 min read
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack

Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack

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4 min read
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack

Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack

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4 min read
Math 2.0: Turning Terence Tao’s Vision into Practical AI‑Ready Tools

Math 2.0: Turning Terence Tao’s Vision into Practical AI‑Ready Tools

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4 min read
The same H100 hour cost $1.26 or $0.22 per million tokens

The same H100 hour cost $1.26 or $0.22 per million tokens

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2 min read
Ready is not warm: one SGLang cold start on a T4

Ready is not warm: one SGLang cold start on a T4

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2 min read
NVIDIA GPU Operator on RKE2: Passthrough to Kubeflow (The Sports Car in the Garage)

NVIDIA GPU Operator on RKE2: Passthrough to Kubeflow (The Sports Car in the Garage)

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26 min read
Math 2.0: How Terence Tao’s Vision Can Supercharge Your AI Infrastructure

Math 2.0: How Terence Tao’s Vision Can Supercharge Your AI Infrastructure

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4 min read
Release Pin: Ship the Model, Prompt, and Tools as One Version

Release Pin: Ship the Model, Prompt, and Tools as One Version

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4 min read
The data engineering reality of GNNs in production

The data engineering reality of GNNs in production

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2 min read
Claude Haiku 5.5: What It Is, Why It Matters, and How to Plug It Into Your Stack

Claude Haiku 5.5: What It Is, Why It Matters, and How to Plug It Into Your Stack

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4 min read
How we prove a cheaper model can do the job

How we prove a cheaper model can do the job

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5 min read
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