Podcast Episodes
Back to SearchWhy Your AI Is Slower Than a 1998 Modem — And How to Fix It
A model that aces every benchmark but makes users wait five seconds for a response isn't ready for production — it's a liability. This episode of Dev…
2 months, 4 weeks ago
Fine-Tuning LLaMA 3 With LoRA: Making AI Work for Your World
General-purpose language models are impressive until you need them to be specific. This episode of Development examines how teams can close the gap b…
2 months, 4 weeks ago
FAISS and HNSW: The Duo Making Vector Search Actually Scalable
Vector search sits at the heart of modern AI applications, but the gap between a working prototype and a production-ready system can be enormous. Thi…
2 months, 4 weeks ago
When One AI Agent Just Isn't Enough: Multi-Agent Collaboration With AutoGPT
Scaling an AI workflow beyond a single agent sounds like a natural next step — until you're wrangling shared memory pools, circular communication loo…
3 months ago
Building an AI Code Refactoring Tool With GPT 5.6 Sol
Legacy codebases don't clean themselves — but what if an AI could do the heavy lifting? This episode of Development digs into the architecture, trade…
3 months ago
Stop Whack-a-Mole: Using Reinforcement Learning to Scale Microservices
Kubernetes autoscaling works — until it doesn't. For teams managing microservices under unpredictable, spiky traffic, the gap between a metric crossi…
3 months ago
Building a Custom AI Code Refactoring Tool With GPT-4-Turbo
Technical debt doesn't clean itself — but what if a well-engineered AI tool could do most of the heavy lifting? This episode of Development examines …
3 months ago
When Your AI Forgets the World Changed: Data Drift Detection Explained
A machine learning model can be technically flawless the day it ships and still become a liability six months later — not because anyone broke it, bu…
3 months ago
Real-Time ML Inference: Wrangling Kafka and TensorFlow Serving
Real-time machine learning inference has moved from a competitive advantage to a baseline expectation. This episode of Development tackles the archit…
3 months ago
Why Deploying LLMs on Serverless Is a Beautiful Disaster
Serverless computing promises infinite scale, zero infrastructure management, and pay-per-use economics — so the idea of running a large language mod…
3 months ago