What an MCP implementation looks like at a CRM company

What an MCP implementation looks like at a CRM company

Ryan chats with  Karen Ng, EVP of Product at HubSpot, to chat about Model Context Protocol (MCP) and how they implemented it for their server for their CRM product. They chat the emergence of this as the standard for agentic interactions, the challenges of implementing the server and integrating it with their ecosystem, and how agentic AI has affected work at Hubspot.

Episode notes:

Hubspot is a customer-relationship management (CRM) platform that aims to help businesses grow.

MCP is an open-source protocol for connecting AI agents to external systems, originally developers at Anthropic.

Connect with Karen on LinkedIn.

Virtual hi-five to Rob Truxal for asking What is the purpose of "pip install --user ..."? and garnering themselves a Stellar Question badge.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

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To write secure code, be less gullible than your AI

To write secure code, be less gullible than your AI

Ryan is joined by Greg Foster, CTO of Graphite, to explore how much we should trust AI-generated code to be secure, the importance of tooling in ensuring code security whether it’s AI-assisted or not, and the need for context and readability for humans in AI code.Episode notes:Graphite is an AI code review platform that helps you get context on code changes, fix CI failures, and improve your PRs right from your PR page. Connect with Greg on LinkedIn and keep up with Graphite on their Twitter. This week’s shoutout goes to user xerad, who won an Investor badge by dropping a bounty on the question How to specify x64 emulation flag (EC_CODE) for shared memory sections for ARM64 Windows?.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

4 Nov 28min

Vibe coding needs a spec, too

Vibe coding needs a spec, too

Ryan talks with Deepak Singh, VP of Developer Agents and Experiences at AWS and lead at Kiro, about spec-driven development in a vibe coding world. They explore how AI tools have evolved from autocomplete to sophisticated agents that can write code based off of just specs, and how AWS has pioneered spec-driven development through their Kiro agent. Episode notes:Kiro is AWS’ AI IDE that brings structure to AI coding with spec-driven development. Connect with Deepak on the Kiro Discord server and read more about spec-driven development on The New Stack. We last spoke to Deepak Singh in March about how enterprise-ready agents are.Congratulations to user Whymarrh for winning a Populist badge on their answer to Git commits are duplicated in the same branch after doing a rebase. Learn more about the future of software engineering in the AI age on November 3rd, when our CEO, Prashanth Chandrasekar, speaks at a virtual OpenAI Forum.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

31 Okt 26min

Craft and quality beat speed and scale, with or without agents

Craft and quality beat speed and scale, with or without agents

Ryan welcomes Tom Moor, head of engineering at Linear, to discuss AI agents’ mixed results for productivity in the development lifecycle, the importance of context for maximizing agents’ effectiveness, and the role that junior developers need to take in a world increasingly driven by AI.Episode notes:Linear is a tool for planning and building products that streamline issues, projects, and product roadmaps.Connect with Tom on Twitter. This episode’s shoutout goes to user ozz, who won a Populist badge for their answer to Column width not working in DataTables bootstrap.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

28 Okt 27min

Your runbooks are obsolete in the age of agents

Your runbooks are obsolete in the age of agents

Ryan is joined by Spiros Xanthos, CEO and founder of Resolve AI, to talk about the future of AI agents in incident management and troubleshooting, the challenges of maintaining complex software systems with traditional runbooks, and the changing role of developers in an AI-driven world.Episode notes:Resolve AI is building agents to help you troubleshoot alerts, manage incidents, and run your production systems. Connect with Spiros on Linkedin or email him at spiros@resolve.ai. Congrats to user larsks for winning a Stellar Answer badge for their answer to How do I get into a Docker container's shell?.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

24 Okt 24min

What leaders need to know from the 2025 Stack Overflow Developer Survey

What leaders need to know from the 2025 Stack Overflow Developer Survey

In this episode of Leaders of Code, Eira May, B2B Editor at Stack Overflow, and Natalie Rotnov, Senior Product Marketing Manager for the Enterprise Product Suite at Stack Overflow, unpack the key takeaways from the 2025 Developer Survey for tech and business leaders. The discussion focuses on the evolving developer relationship with AI, the continued struggle with tool sprawl, and actionable recommendations for leaders looking to deliver value and improve developer experience.The discussion covers critical findings for tech leaders:The decline in developer trust in AI is linked to two main frustrations: solutions that are "almost right, but not quite" and the time wasted debugging AI-generated code.Human connection and community validation remain vital: 80% of developers still visit Stack Overflow regularly, and the number of "advanced questions" on the public platform has doubled since 2023, underscoring AI’s limitations when it comes to complex, context-dependent questions.Tool sprawl continues, as most developers use 6–10 tools, suggesting that AI tends to complicate rather than simplify workflows.Notes:Explore key insights from the 2025 Stack Overflow Developer Survey, consolidated into an executive-ready summary. Connect with Natalie Rotnov on LinkedIn.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

23 Okt 31min

Open source is giving you choices with your agent systems

Open source is giving you choices with your agent systems

Ryan welcomes John Dickerson, CEO of Mozilla.ai, to talk about the evolving landscape of AI agents, the role of open source in keeping the tech ecosystem healthy, the challenges OS communities have faced with the rise of AI, and the implications of data privacy and user choice in the age of multi-agent AI systems. Episode notes:Mozilla.ai is building the agent platform that helps organizations safely automate real work with AI agents. Connect with John on Linkedin or email him at john@mozilla.ai. Congrats to Populist badge winner Philipp Merkle, who won it for their answer to How to set the -Xmx when start running a jar file?.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

21 Okt 26min

Why rent a cloud when you can build one?

Why rent a cloud when you can build one?

Andrei Kvapil, founder of Ænix and core developer of Cozystack, joins Ryan to dive into what it takes to build a cloud from scratch, the intricacies of Kubernetes and virtualization, and how open-source has made digital sovereignty possible. Episode notes:Cozystack is a Kubernetes-based framework for building a private cloud environment.Connect with Andrei on Linkedin. Today’s shoutout goes to user Adam for winning a Populist badge for their answer to Regex replace text but exclude when text is between specific tag. TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

17 Okt 29min

AI agents for your digital chores

AI agents for your digital chores

Ryan welcomes Dhruv Batra, co-founder and chief scientist at Yutori, to explore the future of AI agents, how AI usage is changing the way people interact with advertisements and the web as a whole, and the challenges that proactive AI agents may face when being integrated into workflows and personal internet use. Episode notes:Yutori is building AI agents that can reliably handle everyday digital tasks on your behalf on the web.Connect with Dhruv via his website. Congrats to the winner of today’s Populist badge, user Don Kirkby, who earned it with their answer to Find all references to an object in python.TRANSCRIPTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

14 Okt 34min

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