AI Speedrun, How Top Engineering Orgs Build w/ AI

Curated by Jam.dev

This "AI Speedrun" collection offers an invaluable look into how top engineering organizations and product leaders are genuinely implementing AI in their daily operations. Featuring insights from CTOs, VPs of Engineering, and AI leads at companies like Vercel, Intercom, Honeycomb, and Twilio, it reveals practical AI strategies, internal tools, and architectural decisions. This resource is essential for engineering leaders, product managers, AI practitioners, and developers seeking to move beyond theoretical AI discussions to understand real-world AI adoption and build effective AI solutions at scale.

Frequently Asked Questions

How are leading companies like Intercom and Vercel integrating AI into their engineering workflows and customer-facing products?

This collection features deep dives with Intercom's CTO on their AI stack and the development of their Fin AI agent, as well as Vercel's VP of Engineering discussing how AI accelerates their development. You'll gain practical insights into their architectural approaches and real-world applications of AI, moving beyond theoretical discussions to see actual implementation.

What specific AI tools and platforms are world-class engineering teams using to build with AI?

The "AI Speedrun" explores the internal AI tools and tech stacks of companies like Gong, HeyGen, and Twilio, detailing how they leverage AI for revenue intelligence, hyper-realistic video generation, and internet-scale communications. You'll hear directly from their Chief R&D Officer, CTOs, and Heads of AI about their chosen technologies and strategies for building robust AI solutions.

Where can I find examples of AI's impact on customer support and customer success roles in modern organizations?

Several interviews highlight AI's transformative role in customer support and success, including discussions with leaders from Givebutter, Belfry, Productboard, and Appcues. These sessions reveal how AI is being used to enhance customer experiences, streamline operations, and redefine service delivery through practical applications and strategies.

Can I learn about real-world AI strategies for building at scale from organizations like Twilio and Wix?

Absolutely. The collection includes interviews with Twilio's Head of AI on building AI at internet scale and Wix's Chief Architect on their company-wide AI adoption journey. These discussions provide insights into the challenges and solutions for implementing AI across large user bases and complex platforms, offering valuable lessons for scaling your own AI initiatives effectively.

What are the practical applications of AI for product development and observability, as demonstrated by companies like Honeycomb and Merge?

Charity Majors, CTO of Honeycomb, shares what's actually working with AI in observability, offering insights into enhancing system monitoring and debugging for engineering teams. Additionally, Merge's Co-founder and CTO discusses how AI is integrated into their unified API platform, providing concrete examples of AI-driven product innovation and efficiency improvements.

How Givebutter uses AI (w/ Director of Support Sunny Ellis) - YouTube
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How top engineering orgs build w/ AI | Best of AI Speedrun - YouTube
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AI at Merge (w/ Co-founder and CTO Gil Feig) - YouTube
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How Faro Health uses AI w/ CTO Patrick Leung - YouTube
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How AI is changing Customer Success w/Alex Turkovic - YouTube
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AI at Honeycomb: What’s Actually Working (w/ CTO Charity Majors) - YouTube
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Inside Gong's AI Stack w/ Chief R&D Officer - YouTube
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How Incident.io Builds AI (w/ CEO Stephen Whitworth) - YouTube
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How Vercel Uses AI w/ VP of Eng Lindsey Simon - YouTube
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Inside Intercom's AI Stack w/ CTO Darragh Curran - YouTube
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How Wix Builds with AI (Chief Architect Interview) - YouTube
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How Taskrabbit Uses AI w/ CTO Scott Porad - YouTube
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Inside HeyGen's AI Engineering Stack - YouTube
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How Twilio Builds AI at Internet Scale (w/ Head of AI) - YouTube
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Pipedrive's Internal AI Tools Powering 100,000+ Customers - YouTube
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How Vanta Uses AI w/ VP of Engineering! - YouTube
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How Productboard uses AI w/ Head of Global Customer Support Pavel Malyshev - YouTube
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How Monday.com builds with AI (w/ AI Group PM Or Fridman) - YouTube
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How Appcues is rethinking customer support with AI (w/ Director of Support Ricky Perez) - YouTube
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