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I Ran Eight User Research Sessions With ML Engineers About GPU Training Failures. Here Is What They Had In Common.

I Ran Eight User Research Sessions With ML Engineers About GPU Training Failures. Here Is What They Had In Common.

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3 min read
The Silent Regression: Why AI in Production Needs Observability, Not Just Monitoring

The Silent Regression: Why AI in Production Needs Observability, Not Just Monitoring

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7 min read
La misma molĂ©cula, otra GPU, otro puesto: cĂłmo una tarjeta barata cambiĂł un ranking sin dar ningĂșn error

La misma molĂ©cula, otra GPU, otro puesto: cĂłmo una tarjeta barata cambiĂł un ranking sin dar ningĂșn error

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9 min read
Notebook Model, Vendor Build or In-House Team: Three Ways to Ship ML

Notebook Model, Vendor Build or In-House Team: Three Ways to Ship ML

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3 min read
Your GGUF Export Will Fail At The End. The Disk Was Never Going To Be Enough.

Your GGUF Export Will Fail At The End. The Disk Was Never Going To Be Enough.

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3 min read
#Your Model Is Not the System: Building an MLOps Feedback Loop for Production AI

#Your Model Is Not the System: Building an MLOps Feedback Loop for Production AI

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9 min read
After go-live: what to monitor so quality doesn't silently decay

After go-live: what to monitor so quality doesn't silently decay

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3 min read
Build a Fine-Tuned Model Training and Serving Pipeline on AWS

Build a Fine-Tuned Model Training and Serving Pipeline on AWS

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9 min read
How do you train on AWS spot instances without losing work?

How do you train on AWS spot instances without losing work?

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9 min read
Catching Input Drift Before Accuracy Falls: A PSI Walkthrough

Catching Input Drift Before Accuracy Falls: A PSI Walkthrough

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5 min read
Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On

Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On

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7 min read
Why the ‘Astra Can Read and Write Weights to Improve Qwen’ Claim Is Misleading – A Practical Take for Engineers

Why the ‘Astra Can Read and Write Weights to Improve Qwen’ Claim Is Misleading – A Practical Take for Engineers

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4 min read
Astra’s Weight‑Space Programming: A Practical Guide to Tuning Qwen

Astra’s Weight‑Space Programming: A Practical Guide to Tuning Qwen

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4 min read
Choosing the Right Base Model for Fine-Tuning LLMs: Strategy Before Execution

Choosing the Right Base Model for Fine-Tuning LLMs: Strategy Before Execution

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5 min read
Memdoor: How a Team of 5 Qwen‑3.8‑27B Models Beats Fable‑5 on LiveCodeBench Hard

Memdoor: How a Team of 5 Qwen‑3.8‑27B Models Beats Fable‑5 on LiveCodeBench Hard

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4 min read
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