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Posts by Ganesh Kumar

@Ganesh Kumar

Ganesh Kumar

Right now I'm focused on LiveReview, AI code review that gives teams control ove...
x.com/AmazingStardom Joined February 2026
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Posts by Ganesh Kumar

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Ganesh Kumar • • in Articles • 7 min read
Cloud Computing Is Just npm install for Infrastructure
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
The Benefits of Security and Governance in the Cloud
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Understanding Cloud Manageability
When AWS launched its cloud computing model, where people can rent servers instead of owning them, it led to an increase in SaaS products. But, similar to how Akamai solved the caching system, people wanted a similar way for their cloud model where ...
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Ganesh Kumar • • in Articles • 4 min read
Running a 56M-Parameter LLM on Just Three ESP32 Boards
When I was a kid, I loved the movie WALL·E. I often wondered if something like that would be possible in the future. As I grew up, I learned how robots work and how much it costs to build one. I realized that building intelligent machines isn't just...
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Ganesh Kumar • • in Articles • 4 min read
When More Security Doesn't Mean Better Security
Security protocols are designed to protect communication between systems. But history has shown that adding more security mechanisms does not always result in stronger security. If those mechanisms are not carefully designed, they can introduce enti...
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Ganesh Kumar • • in Articles • 1 min read
Understanding ReLU activation function for Neural Network
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Understanding Multiple Input and Output Neural Network
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
What is the shared responsibility model in cloud computing?
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 3 min read
Understanding Cloud Computing Models: Public, Private, and Hybrid Cloud
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 1 min read
Main Idea of Least Squares Method and Linear Regression
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 1 min read
Mathematical Intuition of Linear Regression
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Why can't we just use one storage technology for everything?
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Understanding Backpropagation: How Neural Networks Learn from Their Mistakes
From Linear Regression to Gradient Descent Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discov...
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Ganesh Kumar • • in Articles • 2 min read
What Is SARIF and How Does It Help Security Tools Work Together?
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 3 min read
Running OpenAPI Validation in GitHub Actions and Showing Findings in Pull Requests
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Why Do Neural Networks Need the Chain Rule? How do we apply it?
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 1 min read
Understanding Idea behind Full Backpropogation
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 1 min read
How to calculate weights using gradient descent
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 2 min read
Understanding Backpropagation: Chain Rule, SSR Gradients, and Weight Updates in Neural Networks
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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Ganesh Kumar • • in Articles • 3 min read
From Linear Regression to Gradient Descent
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
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