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Life Is But A Stream

Life Is But A Stream

Von: Confluent
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There’s a new divide in the data revolution—there are the organizations harnessing real-time data streaming for immediate impact, and there are those left in the dust. Life Is But A Stream is a web show for technology leaders who need to act the instant data is created. Every episode, technical leaders and industry pioneers share how they’re utilizing data streaming to enrich, analyze, and put real-time data to work across use cases that were once unimaginable. Host Joseph Morais and senior tech leaders break down winning strategies with real-world examples, teaching you how to accelerate decision-making, achieve measurable business impact, and turn your data into your biggest competitive advantage. Ready to lead the data streaming revolution? Join us on Life Is But A Stream. Powered by the data streaming experts at Confluent.Confluent Ökonomie
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  • Ep 26 - Making Great Bets: How Extend Built a Serverless, Event-Driven Foundation with Confluent

    Ep 26 - Making Great Bets: How Extend Built a Serverless, Event-Driven Foundation with Confluent
    Jul 21 2026
    Every architecture decision is a bet. Extend, the AI-native commerce platform unifying delivery, returns, exchanges, and warranty claims, made theirs early: 100% serverless, 100% infrastructure as code, and fully event-driven from day one. Those foundational bets now give the company something rare—the space to think about the future of its business instead of maintaining systems. In this episode, Jonathan Kropp, Director of AI & Architecture at Extend, joins Joseph to trace the journey from cloud-native queues to Apache Kafka® on Confluent Cloud. He explains why the lack of persistence, schema enforcement, and replayability in traditional queuing services became a bottleneck, how event source mapping connects Confluent Cloud to their Lambda-based compute layer, and how a serverless stack lets Extend tie every revenue-generating event directly back to technology spend. You'll Learn: How an immutable, replayable event log unlocks future use cases like fraud signals and model trainingWhy schema enforcement earlier in the process stabilizes downstream services at scaleHow offloading Kafka operations to Confluent Cloud keeps engineers focused on business value, not infrastructure About the Guest: Jonathan Kropp is the Director of AI & Architecture at Extend, where he drives the technical vision and strategy behind a fully serverless, infrastructure-as-code, and test-automated platform. With over a decade of experience in software architecture, cloud computing, and event-driven systems, Jonathan specializes in designing scalable, high-performance solutions that empower developers and accelerate innovation. He leads a team of senior engineers and architects, fostering a culture of technical excellence and developer-first principles, and collaborates closely with executives to align technology with business objectives. Guest Highlight: "We've made a lot of great bets on our foundations, which has then given us that space to think about the future of our business, future of our platform, and the future of engineering. All of those great bets, Confluent being one of them, has allowed us the space to think about the future." Chapters: [00:52] Meet Extend: The Mission [05:29] Data Streaming Goodness: Inside the Event-Driven Platform [06:43] Serverless Strategy & Cost Visibility [09:36] Why AWS Queues Hit Their Limits [16:44] Beyond the Stream: Kafka as the Central Nervous System [34:58] Quick Bytes [37:56] Joseph’s Top 3 Takeaways Dive Deeper into Data Streaming: EP1—Stream On: Unleashing Innovation With Data Streaming | Life Is But A StreamEP2—Processing Without Pause: Continuous Stream Processing and Apache Flink® | Life Is But A StreamEP3—The Connective Tissue: Shift Left to Turn Data Chaos to Clarity | Life Is But A Stream Links & Resources: Connect with Joseph: @thedatagiantJoseph’s LinkedIn: http://linkedin.com/in/thedatagiantJonathan’s LinkedIn: https://www.linkedin.com/in/jonathan-kropp-3301b955/Learn more at Confluent.io Our Sponsor: Your data shouldn’t be a problem to manage. It should be your superpower. The Confluent data streaming platform transforms organizations with trustworthy, real-time data that seamlessly spans your entire environment and powers innovation across every use case. Create smarter, deploy faster, and maximize efficiency with a true data streaming platform from the pioneers in data streaming. Learn more at confluent.io. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
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    41 Min.
  • Ep 25 - Thousands of Migrations, Zero Data Loss: OCBC's Confluent Playbook

    Ep 25 - Thousands of Migrations, Zero Data Loss: OCBC's Confluent Playbook
    Jul 7 2026
    Migrating an entire bank's infrastructure without losing a single transaction sounds impossible. Yet, OCBC successfully modernized their event-driven architecture across Singapore, Malaysia, and Hong Kong with zero data loss. In this episode, George Goh (Executive Director at OCBC) joins Joseph Morais and Sami Amed (Staff Solutions Engineer at Confluent) to pull back the curtain on a massive data streaming migration, how the team executed a flawless migration of thousands of producers and consumers in a single weekend. George discusses how OCBC built a resilient, multi-region data streaming platform that maintains performance even during data center failures, all while meeting strict regulatory requirements in one of the world's top financial hubs. You'll Learn: How OCBC moved thousands of microservices with zero data loss in six hoursWhy stretched clusters and capacity planning are critical for disaster recoveryHow monitoring and developer experience drive platform adoption at scale From capacity planning for disaster recovery to developer experience improvements, this conversation reveals the architectural decisions, operational discipline, and partnership that made zero data loss possible at enterprise scale. About the Guest: George Goh leads the Cloud Middleware Engineering and Services team at OCBC Group, which provides OpenShift, Apache Kafka®, and Redis across all locations where the bank operates. Previously serving senior services and consulting roles at Red Hat and VMware, he now relishes the added challenge of defining technologies within the bank and building talented teams to run them. Guest Highlights: "We moved thousands of microservices over from the old platform to the new platform over the course of maybe 12 hours over a weekend. We got Singapore, Malaysia, Hong Kong, everybody on board and moved at the same time with zero data loss." "It was done in six hours, but it took six months to plan." "I was focused on a three letter word, BIM—benchmarks, integration and migration. I was saying that three times a day, three days a week until everybody knew what I was talking about." Chapters: [01:41] Why Singapore Is a Global Finance Hub [03:47] Data Streaming Goodness [05:09] Building a Resilient Multi-Site Architecture [06:59] The Reality of Migration Planning [09:49] Capacity Benchmarks & Day Two Operations [12:33] The Shift from Buy to Build [19:20] Scaling Adoption Across the Organization [21:50] Beyond the Stream [25:43] The Impact: Thousands Migrated Overnight [28:00] Best Practices & High Availability [30:58] Future Vision: Less Overhead, More Innovation [33:37] Quick Bytes [35:24] Joseph’s Top 3 Takeaways Dive Deeper into Data Streaming: EP1—Stream On: Unleashing Innovation With Data Streaming | Life Is But A StreamEP2—Processing Without Pause: Continuous Stream Processing and Apache Flink® | Life Is But A StreamEP3—The Connective Tissue: Shift Left to Turn Data Chaos to Clarity | Life Is But A Stream Links & Resources: Connect with Joseph: @thedatagiantJoseph’s LinkedIn: linkedin.com/in/thedatagiantGeorge’s LinkedIn: linkedin.com/in/georgegohLearn more at Confluent.io UTM link for simplecast: https://www.confluent.io/life-is-but-a-stream-show/?utm_source=simplecast&utm_medium=podcast&utm_id=tm.content_life-is-but-a-stream-busieUTM link for YouTube: https://www.confluent.io/life-is-but-a-stream-show/?utm_source=youtube&utm_medium=video&utm_id=tm.content_life-is-but-a-stream-busie Our Sponsor: Your data shouldn’t be a problem to manage. It should be your superpower. The Confluent data streaming platform transforms organizations with trustworthy, real-time data that seamlessly spans your entire environment and powers innovation across every use case. Create smarter, deploy faster, and maximize efficiency with a true data streaming platform from the pioneers in data streaming. Learn more at confluent.io. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
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    38 Min.
  • Ep 24 - Boring by Design: Character.AI runs 5GBps on WarpSteam and saves 90%

    Ep 24 - Boring by Design: Character.AI runs 5GBps on WarpSteam and saves 90%
    Jun 24 2026

    What does it take to run real-time safety checks on every prompt sent to an AI companion platform serving 60 million monthly users? For Character.AI, the answer was rethinking the entire data pipeline—without rethinking the budget. By building on WarpStream's Kafka-compatible, bring-your-own-cloud architecture, the team found a way to process massive prompt and response payloads in near real time, at a fraction of the cost of traditional Kafka.


    In this episode, Maor Bril, Chaos Catalyst & Technical Staff Member at Character.AI, joins Joseph Morais to break down how WarpStream's agent-based, object-storage-backed design let a small team capture full prompts and responses for safety classification and model A/B testing, route client and server events without added infrastructure, and even build a custom feature store with Bento-powered Managed Pipelines—all while running on otherwise idle GPU-node CPUs.

    You'll Learn:

    • How a Kafka-compliant, BYOC architecture cut Character.AI's streaming costs by 85–90%
    • Why trading a few seconds of latency unlocked massive savings and simpler operations
    • How to repurpose idle GPU-node compute to run data pipelines at zero marginal cost

    Chapters:

    [00:11] Character.AI Intro
    [02:04] Data Streaming Goodness
    [18:22] Beyond the Stream
    [26:14] Quick Bytes
    [30:06] Joseph’s Top Takeaways

    About the Guest:

    Maor Bril is Chaos Catalyst & Technical Staff Member at Character.AI, where he has spent over two years leading infrastructure and product efforts beyond core one-on-one chat, including data pipelines, labs initiatives, and new product lines. He originally built much of Character.AI's data infrastructure and continues to work across platform, safety, and experimentation systems supporting the company's AI entertainment platform.

    Guest Highlight:

    "WarpStream is the most boring product I've ever got to work with. In infra, that's the biggest compliment you can ever give someone. It just works."

    Dive Deeper into Data Streaming:

    • EP1—Stream On: Unleashing Innovation With Data Streaming | Life Is But A Stream
    • EP2—Processing Without Pause: Continuous Stream Processing and Apache Flink® | Life Is But A Stream
    • EP3—The Connective Tissue: Shift Left to Turn Data Chaos to Clarity | Life Is But A Stream

    Get Connected:

    • Connect with Joseph: @thedatagiant
    • Joseph’s LinkedIn: http://linkedin.com/in/thedatagiant
    • Maor’s LinkedIn: https://www.linkedin.com/in/maorbril/

    Our Sponsor:

    Your data shouldn’t be a problem to manage. It should be your superpower. The Confluent data streaming platform transforms organizations with trustworthy, real-time data that seamlessly spans your entire environment and powers innovation across every use case. Create smarter, deploy faster, and maximize efficiency with a true data streaming platform from the pioneers in data streaming. Learn more at confluent.io.


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
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    32 Min.
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