> Markdown version of [/events/world-congress-2026-north-america/sessions/1841-building-ai-products](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1841-building-ai-products). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Building AI Products vs. Building With AI - **Event:** World Congress 2026 North America ## Description "What Changes for Customers, Users and Teams When AI Writes the Code There's a difference between using AI to build your product and building an AI product, and most engineering leaders are now doing both at once. In this main stage panel, engineering leaders from PagerDuty, Arize and Box dig into what that distinction actually means once AI-generated code is running in production and humans, not machines, are still the ones on call. They'll get specific about the harnesses, context management and governance decisions that mattered once the novelty of adoption wore off, where they've each drawn the line on trusting AI-written code without a human in the loop, and how they're deciding what infrastructure to own versus buy as agentic work moves from weekend prototypes to something that has to hold up at scale for customers and users. Expect a technical, opinionated conversation between three people who are still figuring a lot of this out in real time, not a highlight reel. Walk away with specific tactics you can bring back to your own team." ## Speakers ### [Aparna Dhinakaran](https://www.wearedevelopers.com/@aparna-dhinakaran) Chief Product Officer & Founder at Arize ### [Rukmini Reddy](https://www.wearedevelopers.com/@rukmini-reddy) Senior Vice President of Engineering at PagerDuty ### [Tamar Bercovici](https://www.wearedevelopers.com/@tamar-bercovici) VP of Engineering at Box ## Related talks at this congress - [Beyond the Code: Human-AI Synergies in Product Development](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1734-beyond-the-code) — Ajita Kanchivakam Ananth - [The Reality of AI Adoption in Enterprises](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1752-the-reality-of-ai) — Priyanka Vergadia - [Running AI-Written Software in Production](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1879-running-ai-written) — Anurag Goel, Ivan Burazin, Milin Desai - [The Broken Rung: How AI is Rebuilding Software Development from the Ground Up](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1744-the-broken-rung-how) — Tomislav Tipurić ## Watch remotely Can’t make it to San José? Watch this session live with Pro. You also get: - All full videos, bookmarks, and playlists - World Congress livestreams [See pricing](https://www.wearedevelopers.com/pricing) ## Links - [Get tickets](https://www.wearedevelopers.com/world-congress-north-america/tickets)