December 2025

Cloud Migration in Cloud Computing: 4 Phases, Types, Approaches

Cloud Migration in Cloud Computing: 4 Phases, Types, Approaches

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Cloud migration in cloud computing – hey, it’s not some fancy tech buzzword anymore, right? It’s something a lot of us in India are chatting about, whether you’re running a small shop in Delhi, heading IT for a Mumbai startup, or just a student figuring out AWS for your project. I’ve seen so many folks asking the same thing: is it worth the hassle? Let’s find out! So, What Exactly Is Cloud Migration in Cloud Computing? Cloud migration […]

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Opinionated Takes on Meetups Organizing

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Published on December 20, 2025 12:17 AM GMT Screwtape, as the global ACX meetups czar, has to be reasonable and responsible in his advice giving for running meetups. And the advice is great! It is unobjectionably great. I am here to give you more objectionable advice, as another organizer who’s run two weekend retreats and a cool hundred rationality meetups over the last two years. As the advice is objectionable (in that, I can see reasonable people disagreeing), […]

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Trying to fit a logistic curve

Trying to fit a logistic curve

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A logistic curve, sometimes called an S curve, looks different in different regions. Like the proverbial blind men feeling different parts of an elephant, people looking at different segments of the curve could come to very different impressions of the full picture. It’s naive to look at the left end and assume the curve will grow exponentially forever, even if the data are statistically indistinguishable from exponential growth. A slightly less naive approach is to look at the […]

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xLLM by BondingAI: 5–min Demo

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This document features screenshots from a quick live demo intended to potential investors and clients interested in seeing how our production platform works. Contact the author for a live presentation and discussion. Here I run a typical short session on the Nvidia corpus, a repository of public financial documents (PDFs). Overview Figures 1–3 show the chat mode, common to all LLMs. Ours is specialized for your input corpus(es), and thus requires much less infrastructure (tokens, GPUs) while being […]

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How to Build and Optimize High-Performance Deep Neural Networks from Scratch

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With explainable AI, intuitive parameters easy to fine-tune, versatile, robust, fast to train, without any library other than Numpy. In short, you have full control over all components, allowing for deep customization, and much fewer parameters than in standard architectures. Introduction I explore deep neural networks (DNNs) starting from the foundations, introducing a new type of architecture, as much different from machine learning than it is from traditional AI. The original adaptive loss function introduced here for the […]

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Cybersecurity Use Case: AI Agent for Anomaly Detection

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The case discussed here concerns fraudulent paid clicks to defraud a Google advertiser. The sophisticated click fraud scheme involving clicking viruses, data centers and other means, is undetected by Google. I worked with the law firm involved in the litigation, to build an agent able to pinpoint the sources of fraudulent traffic. The agent processes an Excel spreadsheet repository with transactional data spread across multiple tabs in multiple spreadsheets: IP address, time stamp, user device, zip code, HTTP […]

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Rotary Position Embeddings for Long Context Length

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This article is divided into two parts; they are: • Simple RoPE • RoPE for Long Context Length Compared to the sinusoidal position embeddings in the original Transformer paper, RoPE mutates the input tensor using a rotation matrix: $$ begin{aligned} X_{n,i} &= X_{n,i} cos(ntheta_i) – X_{n,frac{d}{2}+i} sin(ntheta_i) \ X_{n,frac{d}{2}+i} &= X_{n,i} sin(ntheta_i) + X_{n,frac{d}{2}+i} cos(ntheta_i) end{aligned} $$ where $X_{n,i}$ is the $i$-th element of the vector at the $n$-th position of the sequence of tensor $X$.

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When a chatbot runs your store

When a chatbot runs your store

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You may have heard of people hooking up chatbots to controls that do real things. The controls might run internet searches, run commands to open and read documents and spreadsheets, or even edit or delete entire databases. Whether this sounds like a good idea depends in part on how bad it is if the chatbot does something destructive, and how destructive you’ve allowed it to be. That’s why running a single in-house company store is a good test […]

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Regular expressions that cross lines

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One of the fiddly parts of regular expressions is how to handle line breaks. Should regular expression searches be applied one line at a time, or should an entire file be treated as a single line? This morning I was trying to track down a LaTeX file that said “discussed in the Section” rather than simply “discussed in Section.” I wanted to search on “the Section” to see whether I had a similar error in other files. Line […]

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The Real Python Podcast – Episode #277: Moving Towards Spec-Driven Development

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What are the advantages of spec-driven development compared to vibe coding with an LLM? Are these recent trends a move toward declarative programming? This week on the show, Marc Brooker, VP and Distinguished Engineer at AWS, joins us to discuss specification-driven development and Kiro. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples […]

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