Making Data Agent Ready with Andre Elizondo

Making Data Agent Ready with Andre Elizondo

Author: Software Huddle March 27, 2026 Duration: 51:49
Today we are talking with Andre Elizondo, the Director of Innovation at Mezmo about their open source agentic harness for SREs called AURA. Mezmo got their start handling observability data at scale. Logs, traces, metrics, the usual stuff. AURA is their answer to a growing problem, as system complexity outpaces humans' ability to make sense of all that data, how do you actually make it actionable for AI agents? We get into their approach to context engineering, essentially making data agent ready before it hits the model. Why they built their own orchestrator in Rust? How they handle memory and self-correction in agent loops? Their take on MCP and where it fits versus Skills and code sandboxing and how the SRE role is evolving as agents become trusted teammates. Visit mezmo.com/aura

Every week on Software Huddle, Alex DeBrie and Sean Falconer sit down with a different expert from across the tech landscape. The conversations are less about quick tips and more about substantive discussions, digging into the real challenges and decisions behind building software, launching products, and navigating the industry's constant shifts. You'll hear from practitioners who have been in the trenches, offering perspectives that blend deep technical knowledge with hard-won business and entrepreneurial experience. Alex brings his specialized expertise as the author of The DynamoDB Book and an AWS Data Hero, while Sean contributes a unique viewpoint shaped by over two decades as an engineer, founder, and marketing executive, recognized as a Snowflake Data Superhero. Together, they create a space where complex topics in software development and technology trends become accessible and genuinely engaging. This podcast is for anyone who wants to move beyond surface-level news and understand the "why" behind the tools and strategies shaping our digital world. Tune in for a thoughtful huddle that feels more like a candid conversation between colleagues than a formal interview.
Author: Language: en-us Episodes: 79

Software Huddle
Podcast Episodes
Rewriting in Rust + Being a Learning Machine with AJ Stuyvenberg [not-audio_url] [/not-audio_url]

Duration: 1:21:36
Today's guest is AJ Stuyvenberg, a Staff Engineer at Datadog working on their Serverless observability project. He had a great article recently about how they rewrote their AWS Lambda extension in Rust. It's a really int…
Software Reliability Agents with Amal Kiran [not-audio_url] [/not-audio_url]

Duration: 51:07
So if you're writing code or keeping systems running, you probably know the drill. Late night pages, chasing down weird bugs, dealing with alert storms. It's tough! It costs money when things break, and honestly, nobody…
From ORM to Infra: Prisma Postgres with Søren Bramer Schmidt [not-audio_url] [/not-audio_url]

Duration: 1:02:22
Today we have Søren from Prisma on the show. Prisma has been the most popular ORM in the TypeScript world for a while, and now they’re moving more into hosted infrastructure. We spend a lot of time talking about their ne…
Fast Inference with Hassan El Mghari [not-audio_url] [/not-audio_url]

Duration: 53:06
Today we have Hassan back on the show. Hassan was one of our first guests for Huddle when he was working at Vercel, but since then, he's joined Together AI, one of the hottest companies in the world. They just raised a m…
Seattle Startups, AI’s Future & Big Acquisitions with Yujian Tang [not-audio_url] [/not-audio_url]

Duration: 1:02:54
Today on the show, we talked with Yujian Tang. He was on the show previously when he worked at Zilliz, when we talked about vector databases and RAG. He's since branched out on his own, building the tech startup scene in…
Faster & Cheaper on PlanetScale Metal with Sam Lambert [not-audio_url] [/not-audio_url]

Duration: 1:19:43
Today, we have Sam Lambert back on the show! Sam is the CEO of PlanetScale, and if you follow him on X, you know he’s one of the sharpest voices in the database space—cutting through the hype with deep experience and a n…
Redis but Faster With Roman Gershman [not-audio_url] [/not-audio_url]

Duration: 1:00:51
Redis is consistently one of the most beloved pieces of infrastructure for developers. And in the last few years, we've seen a number of new Redis-compatible projects that aim to improve on the core of Redis in some way.…
Deep Dive into Inference Optimization for LLMs with Philip Kiely [not-audio_url] [/not-audio_url]

Duration: 1:04:05
Today we have Philip Kiely from Baseten on the show. Baseten is a Series B startup focused on providing infrastructure for AI workloads. We go deep on Inference Optimization. We cover choosing a model, discuss the hype a…