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A checklist before you ship a notebook model

A checklist before you ship a notebook model

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1 min read
RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time

RTX 3090 vs A100 for a 7B model on vLLM: the cheaper GPU depends on your answer time

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2 min read
Before You Burn GPU Hours, Smoke-Test One Task on a Cheap CPU Runtime

Before You Burn GPU Hours, Smoke-Test One Task on a Cheap CPU Runtime

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5 min read
Mistral Large 4 Weights Are Out – What It Means for Building LLM Infrastructures

Mistral Large 4 Weights Are Out – What It Means for Building LLM Infrastructures

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4 min read
Canary Releases for an ML Model on KServe: Replayed Traffic, Sidecar Metrics and Automatic Rollback

Canary Releases for an ML Model on KServe: Replayed Traffic, Sidecar Metrics and Automatic Rollback

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17 min read
Day 29: Managing Technical Debt, Drift and Model Governance in Enterprise IT

Day 29: Managing Technical Debt, Drift and Model Governance in Enterprise IT

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3 min read
The boring half of shipping a model

The boring half of shipping a model

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1 min read
Building an MLOps Workflow: From Experiment to Production

Building an MLOps Workflow: From Experiment to Production

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7 min read
Anthropic’s Claude Training Controversy: What It Means for AI Engineers

Anthropic’s Claude Training Controversy: What It Means for AI Engineers

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4 min read
Same RTX 3090, 22x cheaper per token: what concurrency does to vLLM cost

Same RTX 3090, 22x cheaper per token: what concurrency does to vLLM cost

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2 min read
Anthropic’s S‑1 Filing: What It Means for AI Engineers and How to Start Using Claude Today

Anthropic’s S‑1 Filing: What It Means for AI Engineers and How to Start Using Claude Today

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4 min read
Why Your Training Script Will Fail on the Next GPU Pod Even If It Worked Last Time

Why Your Training Script Will Fail on the Next GPU Pod Even If It Worked Last Time

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3 min read
Day 25: Automated CI/CD — Automating the Software Lifecycle for AI Models

Day 25: Automated CI/CD — Automating the Software Lifecycle for AI Models

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3 min read
Kimi K3.1 Pro & High‑Speed: What It Means for AI‑Heavy DevOps

Kimi K3.1 Pro & High‑Speed: What It Means for AI‑Heavy DevOps

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4 min read
Kimi K3.1 Pro & Highspeed: What It Means for AI‑Powered DevOps

Kimi K3.1 Pro & Highspeed: What It Means for AI‑Powered DevOps

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4 min read
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