You don’t have ICs anymore, you have managers (Emilie Schario)
The Analytics Engineering Podcast
Emilie Schario is co-founder and head of product and engineering at Kilo Code, the open-source, model-agnostic coding agent platform Anaconda acquired in July 2026. She joins Tristan Handy to talk why nobody on her 20-person engineering team is really an individual contributor anymore, and why she thinks data people are better prepared than software engineers for a world where everyone manages a portfolio of agents. The Analytics Engineering Podcast is sponsored by dbt Labs. Reach us at with comments and guest suggestions.
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The Roundup: The post-AI data stack, physical AI, and the fight over data centers
The Analytics Engineering Podcast
Four stories: The political fight over data centers, claims about a physical AI model, Ian Macomber on the shape of the post-AI data stack, and an update on the Hugging Face story and what it means for how data teams think about evals. The Analytics Engineering Podcast is sponsored by dbt Labs. Reach us at with comments and guest suggestions.
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You can’t scale vibes (Guy Podjarny)
The Analytics Engineering Podcast
Guy Podjarny has built developer tools three times over: Blaze (acquired by Akamai), Snyk, and now Tessl. He joins Tristan Handy to argue that skills need the same lifecycle as code or teams end up scaling nothing but vibes, and to make the case that most companies will end up owning their own harness rather than renting one from a frontier lab. The Analytics Engineering Podcast is sponsored by dbt Labs. Reach us at with comments and guest suggestions.
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Roundup: Why your sales team shouldn't query Gong directly
The Analytics Engineering Podcast
Tristan Handy and Jason Ganz are back for Roundup. This time: Stripe's $7 billion acquisition of OpenRouter, two new benchmarks showing data engineering agents are reliably good now, Exponential View's latest "are we in a bubble" gauges (verdict: no, not yet), and why your sales team shouldn't query Gong directly. The Analytics Engineering Podcast is sponsored by dbt Labs. Reach us at with comments and guest suggestions.
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Don't hand a bazooka to an agent making a sandwich (Jeremiah Lowin)
The Analytics Engineering Podcast
Jeremiah Lowin built FastMCP as a side project days after Anthropic announced the Model Context Protocol. It's now downloaded millions of times a day. He joins Tristan Handy on why a skill file is a polite note rather than a workflow engine, why enterprises are choosing MCP over CLIs, and why the buyers he meets aren't ready to talk about the context layer at all—they want the security plumbing first.
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Roundup: a rogue agent, Kimi K3, and data teams in the AI era
The Analytics Engineering Podcast
Something new. Tristan Handy is joined by Jason Ganz for the first Roundup, a recurring conversation about the stories moving the ecosystem right now. This time: the OpenAI model that escaped its sandbox and hacked Hugging Face, Moonshot's Kimi K3 and what a restrictive license on open weights really means, and Katie Bauer's read on what changes for data teams as agents arrive. The Analytics Engineering Podcast is sponsored by dbt Labs. Reach us at podcast@dbtlabs.com with comments and guest suggestions.
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Data lessons from inside Meta (Shridhar Iyer)
The Analytics Engineering Podcast
Shridhar Iyer spent more than 13 years inside Meta's data organization, most recently leading AI and the data stack. He joins Tristan Handy to talk about how deleting a single column can save millions at Meta scale, the abstraction stack that quietly powers the company, and the two steps every company needs to become AI-native. Plus a detour through the hard problem of consciousness. For full show notes and to read the podcast's companion newsletter, head to . The Analytics Engineering Podcast is sponsored by dbt Labs.
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The scarce resource is consensus (Ian Macomber)
The Analytics Engineering Podcast
The last time Ramp’s Ian Macomber joined the show, the episode was titled, "Ramp's $8 billion data strategy." Ramp is now valued at $44 billion, and the data team's job has completely changed. Ian Macomber returns to talk with Tristan Handy about self-serve analytics at 50x scale, routing agents through the data lake, and why consensus is the scarce resource in a post-AI world. For full show notes and to read the podcast's companion newsletter, head to . The Analytics Engineering Podcast is sponsored by dbt Labs.
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The context engineering playbook (Claire Gouze)
The Analytics Engineering Podcast
nao co-founder and CEO Claire Gouze shares a practical playbook for building a context layer your agents can actually rely on. For full show notes and to read the podcast's companion newsletter, head to . The Analytics Engineering Podcast is sponsored by dbt Labs.
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DuckDB's agent moment (Jordan Tigani)
The Analytics Engineering Podcast
Jordan Tigani helped build BigQuery, then left to bet that most data isn't big. Three years on, agents are proving him right. The MotherDuck CEO joins Tristan Handy on why local-first databases fit the agent era, and what an "agent swarm for data management" looks like. For full show notes and to read the podcast's companion newsletter, head to . The Analytics Engineering Podcast is sponsored by
info_outlineIn this season of the Analytics Engineering podcast, Tristan is deep into the world of developer tools and databases. If you're following us here, you've almost definitely used Amazon S3 it and its Blob Storage siblings. They form the foundation for nearly all data work in the cloud.
In many ways, it was the innovations that happened inside of S3 that have unlocked all of the progress in cloud data over the last decade. In this episode, Tristan talks with Andy Warfield, VP and senior principal engineer at AWS, where he focuses primarily on storage. They go deep on S3, how it works, and what it unlocks. They close out italking about Iceberg, S3 table buckets, and what this all suggests about the outlines of the S3 product roadmap moving forward.
For full show notes and to read 6+ years of back issues of the podcast's companion newsletter, head to https://roundup.getdbt.com.
The Analytics Engineering Podcast is sponsored by dbt Labs.