Podcast Episodes
Back to SearchAI-Assisted Data Labeling: How Active Learning Loops Change the Game
For most machine learning teams, the real bottleneck isn't compute power or model architecture — it's labeled data quality. This episode of Developme…
3 months, 2 weeks ago
Checkpoint Versioning for Continual Learning Pipelines
Managing checkpoints in a continual learning pipeline is one of those engineering problems that feels like housekeeping — until it isn't. When a prod…
3 months, 2 weeks ago
ONNX + TensorRT: The Smart Path to Faster AI Inference
Getting a deep learning model to perform well in training is one challenge — getting it to run efficiently in production is a different beast entirel…
3 months, 2 weeks ago
Multi-GPU Training With Model Parallelism in DeepSpeed
Modern AI models have grown far beyond what a single GPU can hold in memory — and that's not a problem you can optimize your way out of on one device…
3 months, 2 weeks ago
Why Your LLM Service Needs an Async Prompt Queue
Shipping an LLM-powered product is one thing — keeping it responsive when traffic spikes is another challenge entirely. This episode of Development d…
3 months, 2 weeks ago
Compressing Transformer Models With Weight Clustering
Large Transformer models like BERT and GPT have redefined what's possible in natural language processing — but their enormous parameter counts create…
3 months, 2 weeks ago
Building a Static AI Code Assistant with Tree-Sitter and ASTs
Inheriting a messy, multi-language codebase is one of those challenges that used to mean hours of manual archaeology. This episode of Development exp…
3 months, 2 weeks ago
Synthetic Data and GANs: The Edge ML Playbook You Actually Need
Edge ML deployments have a nasty habit of exposing a fundamental tension: the models that would benefit most from rich training data are often runnin…
3 months, 3 weeks ago
How to Hire a JavaScript Developer: Skills Checklist and Red Flags
Finding a JavaScript developer who can actually ship clean, maintainable code is harder than it looks. This episode of Development draws on this prac…
3 months, 3 weeks ago
White Label Software: The Shortcut That Could Make or Break Your Business
For many businesses, the gap between a great software idea and an actual software product comes down to one thing: resources. White label development…
3 months, 3 weeks ago