# aws (video feeds) — RSS Amplifier Recent posts from the 1 feeds in the RSS Amplifier directory that cover aws. Page: Feed: --- ## [Responsible AI with Amazon Bedrock](http://vbrownbag.com) _2026-07-21 · vBrownBag_ Join us as Faye Ellis breaks down what responsible AI actually looks like in practice on Amazon Bedrock - live demos included, straight from her prep for the AWS Generative AI Developer Professional certification. Faye walks through the NIST AI risk framework's core characteristics of trustworthy systems, then demos two hands-on builds: a RAG pipeline using S3 Vectors as a low-cost knowledge base,… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/t-4bs1VeBg8.mp4) ## [AI Observability: What Could Possibly Go Wrong?](http://vbrownbag.com) _2026-07-13 · vBrownBag_ Join us as John Mark Troyer and Rakesh Gupta break down what AI observability actually means once agents leave the demo and hit production - and why the old playbook for monitoring doesn't cut it anymore. John Mark and Rakesh walk through why errors and latency are just the starting point for agents, how quality became a much harder thing to measure once bots went from answering questions to… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/-EIDD53R_sc.mp4) ## [Learning New Skills and Languages in the AI Era](http://vbrownbag.com) _2026-07-10 · vBrownBag_ Join us as Bob Belderbos breaks down how to actually learn new skills and languages in a world where AI can write the code for you before you've even finished the thought. Bob shares why he taught himself Rust the hard way, how keeping deliberate friction in your learning process protects you from skill atrophy, and why AI is incredible at explaining concepts but dangerous as a crutch for… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/6DY7GjnQEbo.mp4) ## [Getting Started with Local AI (2/3)](http://vbrownbag.com) _2026-07-06 · vBrownBag_ Join us as Du'An digs into the real mechanics of running AI locally and in production - from GPU memory math to multi-agent architectures, observability, and the economics of self-hosted inference. Du'An walks through how model weights and KV cache compete for GPU memory, why continuous batching matters when you have more than a handful of users, and how agent architectures like single-agent,… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/WSalm-rvG2E.mp4) ## [AI (for Normal People) with AWS Hero Thorsten Hoger](http://vbrownbag.com) _2026-06-26 · vBrownBag_ Join us as Thorsten breaks down how everyday people - small business owners, retirees, hobbyists, and anyone who isn't a developer - can use AI to get real things done without writing a single line of code. Thorsten runs an AI roundtable for small and medium businesses in Germany and shares hands-on use cases from his own life and clients: a family recipe database built entirely on a mobile phone,… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/RJrcyPuLikI.mp4) ## [Agentic AI: In The Real World](http://vbrownbag.com) _2026-06-15 · vBrownBag_ Join us as Dave walks through what it actually takes to build custom AI agents from scratch - not theory, but real projects he has shipped for his family, his work, and his community. Dave shares how he used Kiro and Claude to solve real problems: normalizing flood-damaged library inventory data, automating AWS well-architected review collateral, building a room-cleaning task agent for his… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/1_BmpW_6VQ4.mp4) ## [How to get to AWS re:Invent FOR FREE](http://vbrownbag.com) _2026-06-09 · vBrownBag_ Join us as Dale Orders (AWS Community Builder, four-time All Builders Welcome participant from Australia) walks through everything you need to know about getting to AWS re:Invent completely free - flights, hotel, conference pass, and more. Dale shares her personal journey from being rejected the first time to attending four AWS conferences through the All Builders Welcome grant program, including… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/kj1xnX09mNI.mp4) ## [Trusted Publishing](http://vbrownbag.com) _2026-06-09 · vBrownBag_ Join us as Mike Fiedler (AWS Hero, PyPI Safety & Security Engineer, Python Software Foundation) makes the case for eliminating long-lived credentials from your release workflow - before an attacker does it for you. Mike walks through the real-world incidents that motivated Trusted Publishing, how OIDC-based short-lived tokens work under the hood, and the step-by-step process for setting it up in… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/3uxoLqX3xgM.mp4) ## [Yelling at LLM Costs](http://vbrownbag.com) _2026-05-28 · vBrownBag_ AI subscriptions are becoming as essential as internet bills - and just as expensive. The vBrownBag gang takes a hard look at the real cost of LLMs and what happens when the free ride ends. Chris, Shala, and Damian dig into the Anthropic pricing plot twist, why AI data centers consume 10x the power of traditional racks, the DeepSeek distillation controversy, and what happens when the first hit's… [Listen](https://s3.us-east-2.amazonaws.com/vbrownbagpodcast/G8qtK0VvIzY.mp4)