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Building a Serverless Podcast Workflow: Adventures with AI
I’ll go through a practical example of using AI & Serverless to achieve a business outcome related to the automation of content creation. I’ll talk about a number of serverless tools and how you can use them to create multi-step workflows. I’ll also give actionable tips & tricks on using Amazon Bedrock.
Harness Generative AI Creativity With Automated Reasoning
Large language models excel at generating creative solutions, while automated reasoning tools enable rigorous verification. This session explores methodologies for combining these complementary strengths to create more reliable AI systems.
We’ll introduce automated reasoning using open source tools and demonstrate how formal methods can guide and constrain generative AI. By fusing probabilistic and symbolic approaches, we’ll show how to build hybrid systems that maintain creative capabilities while ensuring verifiable outputs.
We’ll introduce automated reasoning using open source tools and demonstrate how formal methods can guide and constrain generative AI. By fusing probabilistic and symbolic approaches, we’ll show how to build hybrid systems that maintain creative capabilities while ensuring verifiable outputs.
Paul Stack
Director of ProductSystem InitiativeEvent Date: 09/04/2025Topics: APIs, Cloud Control API, CloudFormation, IntegrationsAutomating AWS Integration with Amazon Cloud Control API at System Initiative
Amazon’s Cloud Control API promises a unified way to manage AWS resources, but gaps in coverage and metadata can make full automation challenging. In System Initiative, we leveraged Cloud Control API to dynamically generate all the necessary assets for seamless AWS integration—while also finding ways to work around its limitations.
This talk explores how we automated asset generation, the challenges we encountered with incomplete API support, and how we supplemented missing data using AWS CloudFormation resource specifications.
Attendees will gain practical strategies for automating cloud integrations while ensuring reliability, extensibility, and a first-class user experience.
This talk explores how we automated asset generation, the challenges we encountered with incomplete API support, and how we supplemented missing data using AWS CloudFormation resource specifications.
Attendees will gain practical strategies for automating cloud integrations while ensuring reliability, extensibility, and a first-class user experience.
Enhancing S3 Security with GuardDuty Malware Protection: A Real-Life Production Use Case
In this talk, I’ll introduce GuardDuty Malware Protection for S3, a powerful solution designed to boost the security of your S3 buckets.
We’ll dive into the key features of this new innovative service, which offers a simple, scalable, and event-driven malware detection solution in the cloud.
The focus will be on a real-life scenario where a customer required an automated solution to scan incoming files to S3 (via SFTP) and manage file movements based on GuardDuty malware scan results. We’ll explore the architecture, solution file flow, and the various AWS services involved, such as DynamoDB, EventBridge, SQS, and Lambda. I’ll also share some tips and tricks to avoid common pitfalls when setting up the service and discuss the problems it solves.
This session is ideal for those looking to improve their cloud security posture and gain insights into best practices for implementing malware protection in AWS.
We’ll dive into the key features of this new innovative service, which offers a simple, scalable, and event-driven malware detection solution in the cloud.
The focus will be on a real-life scenario where a customer required an automated solution to scan incoming files to S3 (via SFTP) and manage file movements based on GuardDuty malware scan results. We’ll explore the architecture, solution file flow, and the various AWS services involved, such as DynamoDB, EventBridge, SQS, and Lambda. I’ll also share some tips and tricks to avoid common pitfalls when setting up the service and discuss the problems it solves.
This session is ideal for those looking to improve their cloud security posture and gain insights into best practices for implementing malware protection in AWS.
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