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Asfiya M

I write about MLOps and AIOps, with a focus on what actually happens when ML systems leave the notebook and hit production. Pipelines, monitoring, drift, and the unglamorous parts in between.

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Why AI assistants forget, and what I learned rebuilding memory from scratch

Why AI assistants forget, and what I learned rebuilding memory from scratch

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5 min read
The picks and shovels are the story. Here's the chip nobody outside AI infra can explain.

The picks and shovels are the story. Here's the chip nobody outside AI infra can explain.

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10 min read
Your model isn't broken. It's just badly tuned.

Your model isn't broken. It's just badly tuned.

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10 min read
Stop Prompting. Start Briefing: What Changes When an AI Can Plan for Three Days Straight

Stop Prompting. Start Briefing: What Changes When an AI Can Plan for Three Days Straight

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3 min read
My friend froze his opinions in 2016. I didn't. Now what?

My friend froze his opinions in 2016. I didn't. Now what?

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3 min read
Three Weeks Into AI and My Best Skill Is Closing Tabs

Three Weeks Into AI and My Best Skill Is Closing Tabs

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4 min read
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