All Episodes

Agent Builder by Docker

Open Agentic Web Development - Project NANDA (MIT)

AI Startup Failure Analysis

AI Security - Model Denial of Service

AI Security - Training Data Attacks

AI Security - Insecure Output Handling

AI Security - Prompt Injection

Unsupervised ML for Test Suite Reduction - Test Smarter Not Harder

bytedance USO - Unified Style and Subject-Driven Generation via Disentangled and Reward Learning (Image Model)

Supervised Fine-Tuning on OpenAI Models

NVIDIA's Jet Nemotron - Post Neural Architecture Search & JetBlock

What is Nano Banana - Google's Viral Image Generation Model

Agentic AI Design with CrewAI, LangGraph, AutoGen, and BeeAI

Autogen AG2 AgentOS Review

BeeAI Framework Overview

CrewAI - Production-Grade Multi-Agent Systems

Tencent's Youtu-Agent - Open-Source autonomous AI agent framework

Stanford's PantheonOS & CLI - Open-Source Science Focused Agentic AI

Gemini CLI Review - IDE integration for Agentic Assisted Development

Vertex Memory Bank Review - Stateful AI Solution Development

Pluely - Open-Source Stealth AI Assistant Review

VibeVoice Review - Microsoft's multi-voice text-to-speech

DeepCode Review - Open-Source Multi-Agent Text-to-Code

Deepseek Fine-Tuning Guide

LLM Distillation: Theory, Application, and Roadmap

All About Deepseek

Google AI Agent Design - Architecture with the Agent Development Kit

AGENTS.md - the standard AI instructions file for AI Agents

Vertex Agent Garden - Image Scoring Agent Review

Vertex Agent Garden - Gemini Full Stack Agent Review

Vertex Agent Garden - Data Science Agent

Vertex Agent Garden - Customer Service Agent Overview

Vertex Agent Garden - CAMEL (Communicative Agents for Mind ExpLoration) Agent Overview

Vertex Agent Garden - Academic Research Agent Review

Vertex Agent Garden - Retrieval Augmented Generation (RAG) agent Review

Building A Content Creation Agentic Application on Google Cloud

AI Architecture Review - Continuous Thought Machines

Google's Vertex AI Studio Review

Market Segmentation Algorithm Behavior

The Mechanisms of Attention Grabbing Content

n8n Overview

The Hierarchical Navigable Small World (HNSW) algorithm

Semantic Search with FAISS and USE

Building Private AI Agents with Locally Hosted LLMs

Parameter Efficient Fine Tuning and other LLM model compression techniques

Transformer Architecture Neural Networks - The Brains of LLMs

Why Foundational ML is Important in the LLM Era

The LLM Mesh - AI Architecture for Enterprise

Engineer Your Path to Complex Skill Acquisition

The Impact of LLMs on Human Connection

NotebookLM - The AI That Only Learns From You

LLM Benchmarking and Evaluation

Developing Agentic AI on Locally Hosted LLM

Google Jules - AI Agent for Developer Productivity

Launching Your AI Startup with Google Cloud Platform

Google Opal - No Code AI App Development

The Free Knowledge Paradox

BigQuery ML - The Model Development Lifecycle

BigQuery ML with AI Applications and Extensions

BigQuery ML - Making AI Open to SQL Analysts

Artificial General Intelligence - The Final Frontier in AI

BigQuery and Gemini for Data Science

GCP Projects - LLM with RAG and ReACT

GCP Projects - Predicting User Churn with BigQuery ML and Vertex AI

The One Piece of AI

Evaluating Large Language Models (GCP)

Machine Learning Model Evaluation (GCP)

MLOps for Predictive and Generative AI (GCP)

MLOps with Google's Vertex AI (GCP)

Context Rot - Navigating LLM Limitations

Feature Engineering and Data Processing Concepts

Suna Deep Dive - The First Open Source Generalized Agent

Multi-Agent AI System Design & Orchestration

Agent Architecture - Reflex, ReAct, Reflexion

All About LangGraph

Bridging Language and Data with LangChain

Building Autonomous AI Agents that use Tools

LangChain Tools for Agentic AI

Suna, The Open-Source Agent

Agentic AI Valuation and Applications

Open-Source AI Agents - Components, Frameworks, and Evolution

Prompt Engineering for Application Development with LLMs

Building RAG Applications with Vector Databases

Generative AI Essentials - Models, LangChain, and Deployment

How does a SQL analyst contribute to AI?

EMR Data to AI Pipeline

AI Scrubbing in for Surgery

AI in Clinical Decision Support

The AI Augmented Clinic