Amazon Web Services
subsidiary of Amazon that provides on-demand cloud computing platforms on a metered pay-as-you-go basis
Episodes
-
#5804: Text Classifiers: Local Models vs Always-On EndpointsA specialist classifier costs $5.70 per million messages. A general LLM costs $142. So why is the obvious product so hard to find?Main topic -
#5830: Serving Your Own Fine-Tuned Model in the CloudYou fine-tuned an open-weight model. Now how does anyone actually talk to it? Dedicated GPUs vs serverless inference, and the math that decides it. -
#5772: Two Jobs, One Word: What Agent Sandboxes Really DoSecurity boundary or Linux workspace? The word "sandbox" quietly split in two — and the split explains where agents actually run now. -
#5764: What Does Siemens Actually Make?Factories, buildings, trains, power grids — Siemens is everywhere and nearly invisible. A tour of the industrial giant most people can't explain. -
#5536: Staging Environments for Blog Posts and AI Pipelines That's 54 characters. This captures both the content workflow angle and the AI pipeline angle. Good.Content teams are reinventing staging, draft states, and version history on their own — and AI pipelines are adding autonomous review stages betwee... -
#5317: Inside the Certifications You Can Never Study ForThe NSA runs an accredited internal university. Amazon runs employee-only certs. Both are designed so you can't take the credential with you. -
#5481: Small Models, Big Guardrails: PII Detection in ChatGPTA tiny 600M parameter model is quietly scanning your ChatGPT tool calls for PII. Here's how that class of guardian model actually works.