Fresh out of the studio, Ken Exner, Chief Product Officer at Elastic, joins us to explore how Elastic evolved from the world's most popular open-source search engine into the context layer powering modern AI applications and agent systems. He shares his career journey from database programming to over 16 years at Amazon building AWS resilience practices, and now leading product strategy where search, observability, and security converge into a unified AI platform. Ken explains why context engineering is the defining discipline of the AI age, where developers become managers of agents, and how Elastic's 15-year enterprise head start positions it as the foundational retrieval layer between enterprise data and LLMs."I like to think of the future of software development is—developers will be managers of agents. They're no longer going to be ICs [Individual Contributors], they’re going to be managers. Every developer is going to be a manager of agents and they’re going to be doing context engineering. They’re going to be figuring out how to pass context and data to an LLM or an agent. And they’re going to be goal setting. They’re going to have their team of agents, and they’re going to give them goals, and they’re going to review the output." - Ken Exner Episode Highlights: [00:00] Quote of the Day by Ken Exner from Elastic[00:51] Ken's origin story: database programmer to Amazon[02:07] What attracted Ken to Elastic[02:51] Lessons from building resilient systems at AWS[04:34] How Elastic evolved from search to AI infrastructure[07:06] Elastic today: context engineering, observability, security[09:42] Why observability will be fundamentally transformed by AI[10:48] How early vector search prepared Elastic for GenAI[12:53] Context engineering: ingestion, retrieval, evaluation[15:39] The 10-year head start over purpose-built competitors[20:57] A developer's day is now all context engineering[24:16] Elastic as the bridge between enterprise data and LLMs[26:13] Agent Builder capabilities for customers[28:09] Data, tools, and context in the Elastic framework[29:39] Elastic on battleships and a Mars rover[31:00] The disorienting acceleration of AI coding models[32:07] Developers will be managers of agents[34:00] Authentication and identity for autonomous agents[35:30] Great in five years: the foundational AI layer[36:14] Disrupting observability and security from within[36:36] ClosingProfile: Ken Exner, Chief Product Officer, ElasticLinkedIn: https://www.linkedin.com/in/ken-exner-b914542/Podcast Information: Bernard Leong hosts and produces the show. The proper credits for the intro and end music are "Energetic Sports Drive." G. Thomas Craig mixed and edited the episode in both video and audio format.

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