Podcast

Navigating the path from startup speed to enterprise scale

  • https://a-us.storyblok.com/f/1021527/698x698/945982d014/ganesh-datta.png

    Ganesh Datta

    Host

    CTO & Co-founder of Cortex

  • https://a-us.storyblok.com/f/1021527/698x698/d469928539/anish-dhar.png

    Anish Dhar

    CEO & Co-founder of Cortex

November 6, 2025

In This Episode

Cortex co-founders Anish Dhar and Ganesh Datta pull back the curtain on the journey of building an internal developer portal from the ground up. They share the story of the early days, when the unproven market required moving at maximum velocity to find product-market fit and win critical first deals.

The conversation explores the key moments that forced a fundamental mindset shift from prioritizing speed to engineering for enterprise-grade reliability and scale. Anish and Ganesh discuss the cultural and architectural decisions that defined this transition and offer a playbook for engineering leaders navigating today's AI-driven landscape, where the pressure to move fast is greater than ever.

You’ll learn

  • In the beginning, shipping features overnight was essential to learn about customers, build loyalty, and to just survive. Ganesh and Anish discuss why this was the right strategy, even though it meant accumulating significant technical debt.

  • Learn about the turning point when Cortex became indispensable infrastructure for its customers. This moment fundamentally changed the culture, forcing a new level of engineering discipline where downtime could cost customers millions.

  • Anish and Ganesh explore how investing in platform foundations and reliability evolved from a defensive necessity to a key differentiator. This focus on scale is what allows Cortex to support customers in a way competitors can’t.

  • The conversation covers non-obvious early choices that created long-term advantages. This includes the decisions to write tests as a three-person team and support on-prem customers from the very beginning.

  • Balancing speed and quality in the age of AI.

  • The episode closes with practical advice for engineering leaders on how to work effectively with founders. They discuss how to balance the constant push for speed with the strategic need to see around corners, manage risk, and build for the future.

Quotes

05:04

"As a startup, speed is the only thing you have. When you have nothing to your name and you're just trying to figure out what customers want, speed is what gets you loyalty. It drives urgency, and that's been the cultural ethos of our company from the beginning."

Ganesh Datta

CTO & Co-founder of Cortex

Quote author

13:06

"Eventually, quality and reliability become your moat. If you're trying one product and it works, and the other product crashes, which one are you going to choose? Today, our ability to be reliable is one of the main reasons people choose Cortex."

Ganesh Datta

CTO & Co-founder of Cortex

Quote author

19:27

"With AI, you have entire parts of a code base written by a coding assistant. It's faster, yes, but organizations aren't doing the second-level analysis: What happens to your MTTR? How does your reliability and security posture change? That's the biggest thing SRE and platform teams are stressed about right now."

Anish Dhar

CEO & Co-founder of Cortex

Quote author

23:06

"The move to the cloud didn't replace the need for engineers; if anything, it increased the demand because more companies could be founded. More companies could take an idea and push it to the cloud. I think we're going to see the exact same thing happen with AI."

Ganesh Datta

CTO & Co-founder of Cortex

Quote author

29:39

"Founders will always push for speed. A great engineering leader helps us see around corners. They’re the one who can say, 'Sure, we can ship this thing really fast. But I need you to give me room to fix this other thing, because that's going to break next.'"

Anish Dhar

CEO & Co-founder of Cortex

Quote author

Timestamps

  • 00:20

    The founding journey: from zero to one hundred customers

  • 01:13

    Day one: Building the first version of the service catalog

  • 04:25

    Why speed is a startup's only superpower

  • 09:54

    The mindset shift to enterprise-grade reliability and scale

  • 13:06

    How quality becomes a competitive advantage

  • 14:46

    High-leverage early decisions: writing tests and supporting on-prem

  • 17:38

    Balancing speed and quality in the age of AI

  • 21:21

    How AI will shift, not replace, engineering roles

  • 26:53

    Advice for engineering leaders working with founders

Other episodes

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Why production readiness at Xero starts with the customer, not the checklist

In this of Braintrust, Cortex co-founder and CTO Ganesh Datta sits down with Fred Mare, Principal Engineer at Xero in Melbourne, Australia. They explore what production readiness really means, why it should be framed around customer impact rather than internal processes, and how to build a sustainable program without overwhelming your engineering teams.

Fred also shares how Xero thinks about confidence scores for changes, why production readiness is a continuous journey rather than a one-time gate, and the importance of automating as much as possible to keep engineers focused on what matters most. The conversation also covers how AI coding assistance fits into production readiness, why security can't be separated from operational excellence, and Fred's best advice for engineering leaders just starting to build a production readiness program.

January 15, 2026

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Fred Mare

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Cortex co-founder and CTO Ganesh Datta discusses the evolution of platform engineering with Kaspar von Grünberg, CEO and co-founder of Humanitec. Kaspar draws a sharp contrast between the "artisanal" method of software development and the industrialized approach required for modern enterprises. He argues that relying on individual heroes to "YOLO" their way through deployments is unsustainable, and that true scale demands standardized, reliable systems.

Ganesh and Kaspar unpack why standardization doesn't kill creativity, the critical difference between "rigid paths" and "Golden Paths," and why treating your platform as a product is non-negotiable. They also discuss the emerging role of AI, arguing that AI agents are effectively a new class of "junior engineer" that makes robust platforms more essential than ever.

December 18, 2025

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Kaspar von Grünberg

CEO and Co-founder

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How Google Cloud's DORA is helping teams balance AI acceleration with engineering fundamentals

Cortex co-founder and CTO Ganesh Datta sits down with Nathen Harvey, who leads the DORA research program at Google Cloud. They dig into what really drives engineering excellence in the age of AI, why software delivery fundamentals matter more than ever, and why the best teams focus on improvement rather than benchmarks.

Ganesh and Nathen also discuss DORA's latest research into AI adoption, which found that AI acts as an amplifier, accelerates organizations with strong practices, and exposes dysfunction in those without. Nathen shares a few hard-won lessons from value stream mapping exercises that uncover invisible waste, explains why 30% distrust in AI might actually be healthy, and makes a compelling case for using this moment to finally drive the cultural changes teams have always wanted. Ganesh and Nathen also wrestle with the thorny question of what to actually measure when adopting AI tools and why lines of code is the wrong answer.

December 4, 2025

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Nathen Harvey

DORA Lead & Developer Advocate

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