Posts and notes
549 entries written here.
Models as a Service
Models as a Service (MaaS). huggingface is the main player here. bring together most advanced machine learning models from the AI community, and streamlines…
Running Notes on RAG
RAG is at the heart of many AI deployments going on today, and pershaps my own interest in the topic, and engaging with it, I see many articles, and new items…
Zen To Go
Zen to Go, is one of my all time favorite book of #quotation It is an eminently #easy-to-pickup book.
The Portable Curmudgeon
is a book of quotes by Jon Winokur.
Writing well
Writing well comes to down to holding the reader's attention. Make sentences flow from one to another, make sure the reader is never surprised, anticipate…
Pico della Mirandola
... at the age of 23, he proposed to defend 900 theses on religion, philosophy, natural philosophy, and magic against all comers, for which he wrote the…
Thriftbooks
2025-08-03 : I have purchased many books from Thriftbooks, I always liked that if I my order totalled up to more than $10, they would ship the books for free…
Pico Iyer
Pico Iyer an author born in Britain to Indian parents, educated in America (and England), and now living in Japan, married to a Japanese. I am reading The Lady…
png
Some png tools I use pngpaste -- pngpaste > thefile.png -- Paste PNG into files, much like pbpaste does for text. pngquant -- is a command-line utility and a…
Weights and Biases
wandb.ai "is for experiment tracking and metric visualization". As observed in (Wang et al. 2025)'s github repo (Sapient Intelligence, Singapore). Important…
Emanote
Emanote by Sridhar Ratnakumar is a haskell program that helps you build websites (blog, wiki, zettelkasten notebooks) using plain text formats like markdown…
IUPUI
I got my Masters in Computer Science from Purdue University attending IUPUI from 2008-2016 while I worked at EnthEnergy, and Proofpoint. These are some of the…
Making it all Work
David Allen's book on #productivity based on #gtd principles.
Linux
Linux: The Unix Clone by the Git author I have been a git user since 1997 or so. The first versions of this domain started out as a CD shop shipping Linux and…
Nile Postgres platform
personal note: i am not using github for login, but gmail account instead.
Vinfast VF8
Leased this car in November 2024 from Tomwood Vinfast. I had originally called them to enquire about Subaru's EV, and the salesman convinced me to take a look…
Learning Platforms
#courseware iximiuz Labs - Indie Learning Platform to Master Server Side Craft, via X/DeepKnowledgeU. See How (and Why) to Use containerd from the Command Line…
Citations
About doing citations correctly... See Citation File Format (.cff) on github. Github, Zotero all support this yaml format.
Keeping up with AI
Sources on keeping up with AI. This is a good start as of July 2025 - How I keep up with AI progress (and why you must too) from Nilenso blog, since I use many…
LLM Inference
LLM Inference in Production by BentoML; "core concepts and performance metrics, to optimization techniques and operation best practices"
A2A
Agent-to-Agent - A2A enables multiple agents to communicate, coordinate, and delegate tasks to each other, even if they come from different vendors or…
MCP
Model Context Protocol - is designed to let a single agent securely access tools, APIs, and data sources in a standardized way. On average, RAG, MCP, and NLWeb…
Gemini CLI
Gemini CLI is the equivalent of Claude Code.
LinkedIn
My LinkedIn page is: linkedin.com/in/btbytes/
SHAP & LIME Coding Example
Note: AI Generated, and augmented by me. SHAP provides both global and local explanations with theoretical guarantees based on Shapley values (fair feature…
kannada-hangul
Here is a concise Kannada-Hangul alphabet chart mapping roughly equivalent sounds. Note: Korean lacks many exact equivalents, so these are approximate phonetic…
AI Evals
AI Eval FAQs; June 2025. AI Evals Flashcards EvalOps EvalOps is the control plane for AI evaluation and routing. It helps teams compare LLMs, track…
sphinx
Sphinx is a powerful documentation generator that supports multiple programming languages and markup formats. It is widely used in the Python community and is…
Context Engineering
Context Engineering is building dynamic systems to provide the right information and tools in the right format such that the LLM can plausibly accomplish the…
documentation-software
Documentation software - things like sphinx, mkdocs, Docusaurus etc Zensical aims to be a replacement for mkdocs which has not seen updates since 2024…
- Older