AWS Podcast

In this episode, Jillian speaks with Cohere Health®, a clinical intelligence company focused on strengthening payer-provider collaboration as well as improving the speed and accuracy of clinical decision-making, both pre- and post-care. The company’s clinically trained AI helps accelerate access to patient care, improve patient outcomes, reduce administrative burden for providers, and improve healthcare economics across the care continuum. Using Amazon Bedrock AgentCore, Cohere Health built Cohere Review Resolve™, an AI-powered copilot that optimizes the accuracy and efficiency of health plan medical necessity reviews. Cohere Review Resolve™ analyzes both structured and unstructured data–such as clinical records, patient notes, and faxes, quickly identifying and surfacing evidence to validate the medical necessity of a requested treatment. This conversation reveals why Cohere Health chose Amazon Bedrock AgentCore for their first production deployment of agentic AI in a highly regulated healthcare environment. Cohere Health expects that Review Resolve™ will reduce review times by 30-40%, helping them to meet critical, mandated turnaround times. For patients, quicker decision-making will accelerate care access, increase adherence to therapy, improve outcomes and reduce costs. With Amazon Bedrock AgentCore, Review Resolve™ also improves upon their existing 90% automation rate while helping health plans by further increasing the accuracy of clinical determinations, thereby improving medical expense savings and patient outcomes.

In this episode, Simon speaks with Joe Magerramov (VP & Distinguished Engineer) to explore the transformative impact of AI-assisted coding on software development workflows. Joe shares his team's real-world experience achieving a 10x increase in code throughput using agentic development, but warns that simply bolting AI agents onto existing practices is like "adding a turbocharger to a car with narrow tires and old brakes." We dive deep into the critical infrastructure changes needed to sustain high-velocity development, including the mathematics of bug probability at scale, innovative testing approaches inspired by aviation industry practices, and the evolution of CI/CD pipelines that can handle dozens of commits per hour rather than per day. The conversation reveals why the biggest opportunity isn't just writing more code faster, but using AI to make previously impractical engineering practices economically viable—from comprehensive end-to-end testing with fake dependencies to rapid feedback loops that prevent the entire development pipeline from grinding to a halt when issues arise. https://blog.joemag.dev/2025/10/the-new-calculus-of-ai-based-coding.html

Discover how customer are leveraging AWS to modernize SAP systems. Tushar Srivastava (Principal Account Manager) talks about the role SAP plays in an enterprise, the modernization challenges faced by customers and how AWS helps in that modernization journey. Through the conversation we will learn about the options that exist and how can customers make smart choices and leverage all that AWS has to offer in the context of SAP systems. Tushar has written a book ‘Modernizing SAP with AWS’, published by Springer Nature, which takes the reader on an SAP Modernization journey through the lens of ‘Nimbus Airlines’, a fictional company running SAP. Join us for an engaging conversation around SAP Modernization, Tushar’s motivation in writing the book and some key learnings for customers looking to embark on their own SAP modernization program. https://a.co/d/9auwYxf

For the past 6 years, Werner has published his annual tech predictions, where he’s covered everything from sports and simulation, to smart energy innovation and quantum to AI-supported software development, even the role companies will play in educating the next generation of engineers. I sat with Werner to discuss why he makes predictions and what he sees coming in 2026 and beyond. You’re in for a treat. Read the full predictions on www.allthingsdistributed.com .

It is the end of re:Invent! Simon and Jillian share some updates and also take a moment to reflect on 2025.

Simon and Jillian catch you up on the highlights from today's keynote PLUS all the "pre:Invent" announcements that took place prior to the event!

In this episode, Matt Garman's 2025 re:Invent keynote unveils exciting AI advancements, including Amazon Nova to Lite, a cost-effective reasoning model, and Amazon Nova 2 Sonic, a new speech-to-text model. The keynote also covers Security, Storage, Compute, Networking, and a whole lot more!

Discover how AWS leverages automated reasoning to enhance AI safety, trustworthiness, and decision-making. Byron Cook (Vice President and Distinguished Scientist) explains the evolution of reasoning tools from limited, PhD-driven solutions to scalable, user-friendly systems embedded in everyday business operations. He highlights real-world examples such as mortgage approvals, security policies, and how formal logic and theorem proving are used to verify answers and reduce hallucinations in large language models. This episode delves into the exciting potential of neurosymbolic AI to bridge the gap between complex mathematical logic and practical, accessible AI solutions. Join us for a deep dive into how these innovations are shaping the next era of trustworthy AI, with insights into tackling intractable problems, verifying correctness, and translating complex proofs into natural language for broader use. https://aws.amazon.com/what-is/automated-reasoning/

There are so many updates this week you might need two cups of coffee! Simon and Jillian guide your way.

This episode features a deep dive into Occidental Petroleum’s cloud migration journey, emphasizing automation and scalability. Brian Moore, a Cloud Architect at Occidental Petroleum, discusses how they used Terraform and AFT to streamline account provisioning, manage complex network architectures, and improve operational efficiency. The conversation reveals lessons on organizational change, the importance of source-controlled infrastructure, and how automation tools like Terraform and Control Tower can transform traditional IT workflows into agile, resilient systems.

Simon and Jillian walk you through all the new and interesting updates.

When Boyan Slat found more plastic than fish on a dive in Greece, he asked a simple question: "Why can't we just clean this up?" He was 16. What began as a humble project funded with pocket money has grown into a global initiative, removing millions of pounds of plastic from the world's rivers and oceans in the last decade. But simple questions don't always have simple solutions. As Boyan will tell you, simplicity is hard. Fight the temptation attack the biggest problem first. Relentlessly iterate. And most importantly, let your mission, not the technology, guide your engineering decisions. Read more from Boyan on thefrugalarchitect.com

Stay up-to-date, with almost 60 new updates this week!!

In this episode of the AWS Podcast, host Jillian Forde discusses the migration journey of Booking.com to AWS with Ali and Sarah. They explore the challenges faced by Booking.com , the benefits of using CloudFront and Lambda at Edge, and the importance of observability and cost optimization. The conversation also delves into chaos engineering practices and how they contribute to building resilient systems. Listeners gain insights into how edge architecture can enhance user experience and unlock new business opportunities.

Simon and Jillian keep you up to date with over 70 new releases and capabilities!

Amazon Application Recovery Controller (ARC) Region Switch - https://docs.aws.amazon.com/r53recovery/latest/dg/region-switch.html

Simon and Jillian keep you up to date with all the latest releases and capabilities!

In this episode, we will dive deep into Innovation Sandbox on AWS, a new AWS solution offering that transforms the management of temporary sandbox environments, by offering a ready-made solution that enables customers to reduce sandbox setup time from weeks to hours while automating spend controls, security policies, and usage monitoring. Learn how AWS customers – from Universities to Enterprises – are using the Innovation Sandbox on AWS to empower their teams to learn, experiment, and innovate faster on AWS. Product page: https://aws.amazon.com/solutions/implementations/innovation-sandbox-on-aws/ Implementation Guide: https://docs.aws.amazon.com/solutions/latest/innovation-sandbox-on-aws/solution-overview.html Source code on GitHub: https://github.com/aws-solutions/innovation-sandbox-on-aws

Simon takes you through a big list of cool new things - something for everyone.

Frugality wasn't something Craig Link learned on the job, it was passed down from his father, who would calculate the cost-benefit of driving for cheaper gas and meticulously track every tank's miles per gallon in a worn notebook tucked into the glove box. He would also pack sandwiches, toss them in a cooler, and store them in the back seat. These were early lessons in trade-offs. Stopping less, spending less, meant more time doing the fun things, like being on vacation. This mindset proved invaluable throughout Craig's career, from optimizing every little bit for dial-up gamers to architecting Zillow's massive cloud transformation. It's a reminder that innovation doesn't come out of thin air, it often comes from paying attention to the little details, relentlessly questioning assumptions and giving teams the tools they need to optimize at every level of the business. In an era of explosive cloud growth, a frugal mindset might be your most valuable architecture tool. Read Craig’s full story here: https://www.thefrugalarchitect.com/architects/craig-link-zillow.html