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Kubernetes v1.36 Made Me Rethink How We Authorize Kubelet Access
DevOps & Cloud • 4 min read

Kubernetes v1.36 Made Me Rethink How We Authorize Kubelet Access

I was debugging a monitoring issue at 2 AM last week when it hit me: we'd granted our observability stack permissions that were way too broad on the kubelet API. The permission model was essentially "here, have access to everything kubelet-related" because we needed visibility in...

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Kubernetes
The Day I Realized API Access to ChatGPT Changed Everything I Build
AI & Machine Learning • 5 min read

The Day I Realized API Access to ChatGPT Changed Everything I Build

I remember the exact moment I stopped treating ChatGPT like a fancy search engine and started seeing it as infrastructure. I was sitting in my home office in Islamabad, staring at a client's problem: they needed to add intelligent chat to their SaaS product, but training a model...

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ChatGPT OpenAI
The AI Price War Just Got Real (And I'm Actually Relieved)
AI & Machine Learning • 4 min read

The AI Price War Just Got Real (And I'm Actually Relieved)

I was debugging a client's API integration at 2 AM last week when it hit me, I've been paying for three different AI subscriptions, and I'm still hitting rate limits like it's 2015. Then OpenAI announces ChatGPT Go with expanded access and higher usage limits, and suddenly I'm won...

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ChatGPT OpenAI
Data Sovereignty Isn't a Feature, It's Becoming Table Stakes
AI & Machine Learning • 4 min read

Data Sovereignty Isn't a Feature, It's Becoming Table Stakes

A few months back, I was in a call with a potential client in Karachi who wanted to use AI for their customer service pipeline. Everything was going well until they asked a simple question: "Where does our data actually live?" I gave them the honest answer, it doesn't. Not in Paki...

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Claude ChatGPT

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