Software Engineering Radio - the podcast for professional software developers6 Mai

SE Radio 719: Birol Yildiz on Building an Agentic AI SRE

Birol Yildiz, CEO and co-founder of iLert, joins host Kanchan Shringi to explore how iLert built an AI SRE — an autonomous agent for handling production incidents — and what the experience revealed about building AI agents in the real world. Birol explains why incident response is a fundamentally agentic problem, where the unpredictability of novel incidents makes rule-based runbooks insufficient and reasoning models essential. He describes how the AI SRE evolved from an early browser-based approach to its current architecture, built around two key ingredients: reasoning models and the Model Context Protocol.

The conversation examines the four layers of the AI SRE in depth: an orchestration layer that routes requests and abstracts model providers; a knowledge layer built on plain text memory and agentic search rather than vector databases; an evaluation framework based on recorded live investigations replayed against new model versions; and a human-in-the-loop constraint layer. The episode concludes with practical advice for teams building agents: own your context completely, avoid off-the-shelf frameworks that obscure what enters the model, and get out of the way of the reasoning model rather than over-prescribing its steps.

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Episoder(726)

SE Radio 721: Rob Moffat on Risk-First Software Development

In this episode, Rob Moffat, author of Risk-First Software Development and chief technical architect at the FinTech Open Source Software Foundation (FINOS), speaks with host Brijesh Ammanath about how...

20 Mai 52min

SE Radio 720: Martin Dilger on Understanding Eventsourcing

Martin Dilger, founder and CEO of Nebuilt GmbH, speaks with host Giovanni Asproni about event sourcing -- a software architecture pattern in which, rather than storing just the current state of your d...

13 Mai 55min

SE Radio 718: Will Sentance on JS Modernization

Will Sentance, educator and co-founder of Codesmith, joins SE Radio's Adi Narayan to discuss the evolution of JavaScript and modern best practices. They begin with JavaScript's origins as a simple scr...

29 Apr 58min

SE Radio 717: Eric Tschetter on Decoupling Observability

In this episode, host Amey Ambade sits with Eric Tschetter, co-founder of Apache Druid and Chief Architect at Imply, to dissect the critical move toward Decoupling Observability. To begin, they define...

23 Apr 1h

SE Radio 716: Martin Kleppmann Local-First Software

Martin Kleppmann, Associate Professor at the University of Cambridge and author of the best-selling O'Reilly book Designing Data-Intensive Applications, talks to host Adi Narayan about local-first col...

15 Apr 55min

SE Radio 715: Sahaj Garg on Designing for Ambiguity in Human Input

Sahaj Garg, co-founder and CTO of Wispr, a voice-to-text AI that turns speech into polished writing, talks with host Amey Ambade about designing systems for the ambiguity that's inherent in human inpu...

8 Apr 48min

SE Radio 714: Costa Alexoglou on Remote Pair Programming

Costa Alexoglou, co-founder of the open source Hopp pair-programming application, talks with host Brijesh Ammanath about remote pair programming. They start with a quick introduction to pair programmi...

1 Apr 51min