Publication

MITB For All

@mitb-for-all

articles: 25
total claps: 1,838
top claps: 330
avg read: 11.6 min
active: 2025-06-12 → 2026-07-05

Wiki topics

LLM · Large Language Models · 15 🔬 · Science · General · 13 ML · Machine Learning · 13 AI · AI · General · 12 AGT · AI Agents · 9 RAG · RAG & Retrieval · 5 💻 · Programming · 4 EDU · Education & Learning · 3

Top tags

#data-science ·12 #genai ·10 #llm ·8 #langchain ·3 #retrieval-augmented-gen ·3 #machine-learning ·2 #claude-code ·2 #agentic-ai ·2 #langgraph ·2 #agents ·2

AI SCI

JA James Koh, PhD · MITB For All

Deepseek-V4 and Before — Getting The Foundations Right

Understanding the components that drives it

May 03, 2026 · 14 min read · 330 claps #data-science #llm #deepseek

Deepseek-V4 and Before — Getting The Foundations Right

AI SCI

JA James Koh, PhD · MITB For All

A Second Note on Claude Code

Harnessing Hooks, Rules and Plugins to full effect

Jul 05, 2026 · 16 min read · 273 claps #claude #claude-code #ai-agent

AI SCI

JA James Koh, PhD · MITB For All

DeepSeek-v4 Beyond Basics: A Practical Guide to mHC, CSA, HCA, and Muon

Step-by-step walkthrough [Intuition & Math], explaining why & how

May 09, 2026 · 15 min read · 261 claps #deepseek #llm #attention

DeepSeek-v4 Beyond Basics: A Practical Guide to mHC, CSA, HCA, and Muon

AI SCI

TI Tiffany · MITB For All

Dumpling: Integrating Agentic RAG Into Your Notes

From a messy input field of URLs, documents, images and texts into a searchable personal knowledge base.

Apr 22, 2026 · 10 min read · 153 claps #agentic-ai #genai #llm

Dumpling: Integrating Agentic RAG Into Your Notes

AI TCH

TI Tituslhy · MITB For All

How to be a data scientist in 2026 (and beyond)

The answer is not vibe coding

Mar 16, 2026 · 11 min read · 123 claps #data-scientist-career #genai #coding-copilots

How to be a data scientist in 2026 (and beyond)

AI TCH SCI

TI Tituslhy · MITB For All

How I use Claude Code

Notes from an early experiment – by no means the final word

Jun 16, 2026 · 14 min read · 94 claps #claude-code #genai #vibe-coding

AI TCH

TI Tituslhy · MITB For All

Text-to-SQL Just Got Easier: Meet Vanna AI, Your Text-to-SQL Assistant

Building a gorgeous, fullstack, production ready text-to-sql application with Vanna AI, Chainlit & LlamaIndex. PS: The secret sauce is RAG!

Jun 12, 2025 · 13 min read · 87 claps #vanna-ai #chainlit #llamaindex

Text-to-SQL Just Got Easier: Meet Vanna AI, Your Text-to-SQL Assistant

TI Tituslhy · MITB For All

Think Your RAG App Is Safe? Giskard Might Prove You Wrong

Think your RAG app is solid? Giskard will break it. Here’s how I tested mine — and why 100% scores might be impossible.

Jun 13, 2025 · 12 min read · 73 claps #giskard #llm #retrieval-augmented-gen

Think Your RAG App Is Safe? Giskard Might Prove You Wrong

SPT

TI Tituslhy · MITB For All

Introducing Liquibase: How to version control your DB

Databases can time travel too

Feb 20, 2026 · 11 min read · 70 claps #liquibase #spring-boot #postgresql

Introducing Liquibase: How to version control your DB

AI TCH

TI Tituslhy · MITB For All

Ground control to Antigravity

An honest evaluation of using Antigravity for coding

Jun 24, 2026 · 10 min read · 60 claps #genai #google-antigravity #agents

TI Tituslhy · MITB For All

LangChain4j: Building generative AI applications in Java

Java meets Generative AI: Learn how to build LLM and RAG apps with LangChain4j, plus key differences from LangChain (Python).

Nov 17, 2025 · 13 min read · 49 claps #langchain4j #langchain #java

LangChain4j: Building generative AI applications in Java

AI SPT SCI

TI Tituslhy · MITB For All

A second look at LangGraph: When “Command Sends” becomes “common sense”

A guide to edgeless graphs — and joy

Jan 14, 2026 · 16 min read · 49 claps #langgraph #langchain #genai

A second look at LangGraph: When “Command Sends” becomes “common sense”

AI SCI

TI Tituslhy · MITB For All

LangChain 1.0 — A second look

Rewriting how developers think about context in LLM orchestration: LangChain 1.0 and LangGraph 1.0 bring major upgrades

Oct 25, 2025 · 14 min read · 41 claps #langchain #langgraph #data-science

AI SCI

TI Tituslhy · MITB For All

📱Would you like an app with that? — Introducing the ADK Framework

Google’s ADK framework makes building full-stack hypermodern GenAI apps faster — without the usual complexity.

Feb 10, 2026 · 11 min read · 30 claps #google-adk #agents #genai

📱Would you like an app with that? — Introducing the ADK Framework

ECO HUM LIF AI SCI

HU Hung Dinh · MITB For All

Building a Twitter Bot Detector: My Kaggle Journey

*This was part of an applied machine learning coursework exercise (CS610) at Singapore Management University’s MITB programme.*

Jun 04, 2026 · 10 min read · 22 claps #machine-learning #data-science #kaggle

Building a Twitter Bot Detector: My Kaggle Journey

AI SCI

TI Tituslhy · MITB For All

🥡 Would you like an LLM with that? — A Bento Cloud Drive-Thru

A step-by-step guide to serving vLLM models with replicas in pure Python using BentoML and Bento Cloud for scalable GenAI apps.

Aug 23, 2025 · 12 min read · 22 claps #bentoml #bentocloud #vllm

🥡 Would you like an LLM with that? — A Bento Cloud Drive-Thru

AI TCH

TI Tituslhy · MITB For All

Helm Charts: The Multi-Server Orchestra Conductor

What deployment looks like beyond docker compose

Feb 01, 2026 · 21 min read · 17 claps #helm #kubernetes #nginx

Helm Charts: The Multi-Server Orchestra Conductor

TI Tituslhy · MITB For All

So you want a personal AI assistant

Here’s an alternative to the lobster — and it might be better

Jun 18, 2026 · 13 min read · 17 claps #hermes-agent #ollama #genai

AI SCI

WA Wayne · MITB For All

Building a Multi-Tier Review Classifier

Preface

Apr 02, 2026 · 6 min read · 16 claps #nlp #data-science #fasttext

AI SCI

FO Foo Chuan Yew · MITB For All

FastAPI Version-Aware Code Generation Using RAG

Helping LLMs write better FastAPI code by retrieving the right examples, versions, and documentation

Jun 01, 2026 · 10 min read · 15 claps #retrieval-augmented-gen #genai #llm

FastAPI Version-Aware Code Generation Using RAG

AI TCH MED

JE Jesslyn Angela Chang · MITB For All

Building TheraBot: A Privacy-Aware AI Therapist Assistant with Fine-Tuned LLMs

Bridging the Mental Health Support Gap with Generative AI

Apr 14, 2026 · 10 min read · 12 claps #llm #chatbots

Building TheraBot: A Privacy-Aware AI Therapist Assistant with Fine-Tuned LLMs

HUM AI SCI

YU Yun Chuan · MITB For All

Language Learning with Realistic Conversations

What would a voice-first language learning app built around real-world conversations look like?

Apr 22, 2026 · 6 min read · 12 claps #edutech #machine-learning #llm

Language Learning with Realistic Conversations

ART

WA Wayne · MITB For All

Designing a Scalable Offline Processing Pipeline in a Microservices Architecture

When I was tasked to implement an offline processing pipeline, I immediately thought of implementing the obvious approach: move data from…

Apr 07, 2026 · 6 min read · 10 claps

Designing a Scalable Offline Processing Pipeline in a Microservices Architecture

HUM AI SOC

JA James Koh, PhD · MITB For All

Deep RL with enhanced experience reply

In IEEE World Congress on Computational Intelligence 2026

Jun 24, 2026 · 10 min read · 1 claps #reinforcement-learning #optimization #metaheuristics

TCH

WA Wayne · MITB For All

Spec-Driven Development(SDD): Vibe Coding With Extra Steps, or a Legitimate Framework?

What is SDD?

Apr 02, 2026 · 6 min read · 1 claps