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Infrastructure Unbound
Claim This Podcastby StackGen Inc.
5.0(1 reviews)
3 episodes
Updated Daily
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Podcast Overview
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Publishing Since
5/21/2025
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Recent Episodes
September 1, 2025
Raj Shukla, the CTO of SymphonyAI: Building Enterprise AI That Actually Delivers ROI. The conversation underscores the need for innovation and adaptability in the rapidly changing landscape of AI.
<p>In an engaging interview, Raj Shukla, the CTO of SymphonyAI, shares his insights on the complexities of enterprise AI compared to consumer AI, highlighting the high failure rates of engineering initiatives. He emphasizes the importance of context engineering and feedback loops in software development, as well as the challenges of data procurement in manufacturing. Raj discusses the significance of vertical AI solutions tailored to specific industries and the evolving role of developers in managing AI agents. He notes that while foundation models are improving, customization remains key for effective AI deployment. The conversation underscores the need for innovation and adaptability in the rapidly changing landscape of AI.</p> <p>Chapter</p> <p>00:00 Introduction 02:15 The Enterprise AI Reality Check Why enterprise AI is harder than consumer AI, hype cycle challenges 05:30 Engineering Initiative Success Metrics 80% failure rate discussion, measuring worthwhile initiatives 08:45 LLMs & Context EngineeringCode generation capabilities, feedback loops, context importance 12:20 Data Procurement ChallengesEdge computing, analog data collection, multimodal data sources 16:10 Industrial Manufacturing Use CasesBoiler monitoring, camera-based data collection, model zoo approach 19:45 Vertical vs Horizontal AI StrategyWhy industry-specific solutions win, customization vs generalization 24:30 Fraud Detection ExampleFinancial crime workflows, predictive + investigative + reporting AI 27:50 Build vs Buy in the AI EraStarting with foundation models, platform approaches, fine-tuning 31:15 New Market Entry Framework"Why this vertical, why now, why us" - product innovation framework 34:40 DevOps Evolution & Agent SupervisionDeveloper roles changing, agent builders, infrastructure automation 38:20 Cognitive Load & English as ProgrammingHow AI reduces developer cognitive burden, full-stack capabilities 41:30 Building Production AI - Key AdviceProblem-first approach, evaluation frameworks, durability considerations 45:10 Reliability & Durability in ProductionHandling agent failures, retry logic, production readiness 47:45 Closing & Key Takeaways</p>
August 25, 2025
Raj Shukla, the CTO of SymphonyAI: Building Enterprise AI That Actually Delivers ROI
Raj Shukla, the CTO of SymphonyAI: Building Enterprise AI That Actually Delivers ROI. A CTO's no-nonsense guide to scaling AI from Microsoft's search engine to a $1B+ enterprise startup - without the hype.
May 21, 2025
Alteryx CTO DV Lamba on Why AI Will Create Chaos in Software Development - And Why Platform Engineers Should Embrace It
<p>Alteryx CTO Digvijay "DV" Lamba reveals why platform teams must evolve from gatekeepers to product-minded enablers. Drawing from his experience leading a 650-engineer global organization, DV explains why AI is creating a necessary chaos in software development by turning junior engineers into "10X engineers" capable of unprecedented innovation. You'll discover why traditional governance models are becoming obsolete, how platform teams can use AI to make sense of development chaos rather than preventing it, and practical strategies for balancing centralization with developer autonomy. Whether you're managing platform teams or leading engineering transformation, DV's insights will reshape how you approach governance in an age where developers expect both freedom and structure.</p>
3 total episodes available
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This podcast updates daily.
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This podcast is available on 4 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
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