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Venky Ganti

Cofounder, Alation

Search every verified Venky Ganti interview, podcast appearance, and on-the-record quote — each transcript cross-checked by AI and human review to confirm speaker identity. Venky Ganti, cofounder of Alation and founder and CEO of Mesh Dynamics, gave a presentation at GOTO Chicago 2020 alongside Rahul Lahiri on shifting testing earlier in the development lifecycle for microservices. Ganti described two trends driving engineering teams to take on additional testing responsibility: continuous testing driven by DevOps and the adoption of microservices architecture. He stated that the complexity of interactions among microservices increases the need for higher functional test coverage, and noted that engineering teams typically spend more than 25 percent of their effort on creating automated test suites. Ganti discussed limitations of existing approaches, saying that consumer tech companies' methods such as testing in production via canarying or traffic diff are "fairly late in the dev cycle" and may not converge quickly for enterprise applications with lower traffic. He presented Mesh Dynamics' approach, which he said leverages trace IDs injected at gateways and propagated downstream to simulate stateful services with high fidelity. Ganti stated that this enables teams to test in near-production environments early in development cycles, including within CI pipelines, allowing them to gain confidence and devote more effort to engineering new capabilities.

Recent appearances

  • Data Wrangling and AI Transformation // Venky Ganti & Laurel Orr // MLOps Podcast #196 clip

    MLOps podcast #196 with Numbers Station's Venky Ganti SVP, Product & Engineering and Principal Engineer, Laurel Orr, LLMs in Focus: From One-Size Fits All to Verticalized Solutions. This clip focuses on the practical aspects of data wrangling and transformation in the context of AI and machine learning operations. Venky sheds light on the complexities and challenges involved in preparing data for analytics work, highlighting the areas of data entity resolution and the growing demand for efficient and accurate data cleaning methods. Listeners can expect to gain valuable insights into the evolv…

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  • LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196

    MLOps podcast #196 with Numbers Station's Venky Ganti SVP, Product & Engineering and Principal Engineer, Laurel Orr, LLMs in Focus: From One-Size Fits All to Verticalized Solutions. // Abstract Dive into the realm of large language models (LLMs) as we explore the merits and limitations of 'one-size fits all' LLMs, and their role in data analytics. Through customer stories, we showcase real-world applications and contrast general LLMs with verticalized, enterprise-centric models. We address the significance of ownership structures, with a focus on open-source vs proprietary impacts on transpar…

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  • High Velocity Development of Microservices • Venky Ganti & Rahul Lahiri • GOTO 2020

    This presentation was recorded at GOTO Chicago 2020. #GOTOcon #GOTOchgo http://gotochgo.com Venky Ganti - Founder and CEO of Mesh Dynamics Rahul Lahiri - Founder and Head of Product at Mesh Dynamics ABSTRACT Engineering teams spend significant effort on creating automated regression tests, and still cannot often go beyond “happy path” testing. Consumer technology companies therefore invested in testing in production. Unfortunately, these approaches do not apply for enterprise applications because a) their users cannot tolerate errors and b) they usually do not have as much user traffic. In t…

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Other executives at Alation

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