Dev Nag – Medium

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Dev Nag
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CtrlStack

Why Siloed Monitoring Hit the Wall

“The data between the data…is what turns noise into signal.”

5 min readAug 31, 2022

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Why Siloed Monitoring Hit the Wall

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Dev Nag
in
CtrlStack

Root Cause Analysis: How can an idea that’s wrong be so useful?

What we talk about when we talk about root causes

7 min readSep 22, 2022

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Root Cause Analysis: How can an idea that’s wrong be so useful?

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Dev Nag

What separates us from AI, Part 4: Priors (if you’re not cheating, you’re not trying)

Let’s quickly review what we’ve been through.

4 min readSep 5, 2017

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What separates us from AI, Part 4: Priors (if you’re not cheating, you’re not trying)

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Dev Nag

What separates us from AI, Part 3: Get Meta (recursive automation, not automated recursion)

See Part 1 and Part 2 here.

3 min readSep 4, 2017

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What separates us from AI, Part 3: Get Meta (recursive automation, not automated recursion)

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Dev Nag

What separates us from AI, Part 2: Efficient Search is the Real Goal of AI/ML

In Part 1, we noted in passing that the F1 models are the ‘final output’ of most machine learning endeavors (however you get there). These…

3 min readSep 3, 2017

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What separates us from AI, Part 2: Efficient Search is the Real Goal of AI/ML

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Dev Nag

What separates us from AI, Part 1: The Periodic Table of Machine Learning

AI is one of those fields that see-saws back and forth in the public consciousness (sometimes wired, sometimes tired) yet seems to reach…

9 min readSep 2, 2017

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What separates us from AI, Part 1: The Periodic Table of Machine Learning

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Dev Nag

Sex, Death, and Anonymity

Author’s Note: I originally wrote this in February of 2011 for a blog called “The Quora Review”, curated by a mutual friend of the Quora…

12 min readFeb 11, 2017

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Dev Nag

Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)

tl;dr: GANs are simpler to set up than you think

6 min readFeb 11, 2017

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Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)

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Dev Nag

Short Story: How does a penniless entrepreneur attract gold diggers?

Author’s Note: I originally wrote this in March of 2010 on Quora, anonymously. Now that Quora is starting to phase out anonymous content…

3 min readFeb 11, 2017

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Dev Nag

Tough customers make the best fans because…information-theoretic Shannon entropy

tl; dr: If you can win over the customers with the highest standards, you’ll have an evangelist for life. Here’s why

5 min readDec 10, 2016

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Tough customers make the best fans because…information-theoretic Shannon entropy

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Dev Nag

Dev Nag

DevOps, AI/ML, Strategy. Founder/CEO @ CtrlStack. Prev. Founder/CTO @ Wavefront (funded by Sequoia). Former Google engineer. Stanford math. www.ctrlstack.com

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