In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency conversational systems operate in real […]
Category: Tutorials
A Coding Guide to Understanding How Retries Trigger Failure Cascades in RPC and Event-Driven Architectures
In this tutorial, we build a hands-on comparison between a synchronous RPC-based system and an asynchronous event-driven architecture to understand […]
How to Build a Self-Evaluating Agentic AI System with LlamaIndex and OpenAI Using Retrieval, Tool Use, and Automated Quality Checks
In this tutorial, we build an advanced agentic AI workflow using LlamaIndex and OpenAI models. We focus on designing a […]
How to Build a Safe, Autonomous Prior Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Controls
In this tutorial, we demonstrate how an autonomous, agentic AI system can simulate the end-to-end prior authorization workflow within healthcare […]
How to Build a Stateless, Secure, and Asynchronous MCP-Style Protocol for Scalable Agent Workflows
In this tutorial, we build a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless […]
How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak to evaluate how large language models behave […]
A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch
In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its […]
How to Build Portable, In-Database Feature Engineering Pipelines with Ibis Using Lazy Python APIs and DuckDB Execution
In this tutorial, we demonstrate how we use Ibis to build a portable, in-database feature engineering pipeline that looks and […]
A Coding Implementation to Build a Unified Apache Beam Pipeline Demonstrating Batch and Stream Processing with Event-Time Windowing Using DirectRunner
In this tutorial, we demonstrate how to build a unified Apache Beam pipeline that works seamlessly in both batch and […]
Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
In deep learning, classification models don’t just need to make predictions—they need to express confidence. That’s where the Softmax activation […]