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

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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SE Radio 730: Birgitta Boeckeler on Harness Engineering for AI Agents

SE Radio 730: Birgitta Boeckeler on Harness Engineering for AI Agents

Birgitta Boeckeler, a Distinguished Engineer and consultant focused on AI-assisted software delivery at Thoughtworks, joins host Priyanka Raghavan for a deep dive into harnesses for AI agents. The epi...

22 Heinä 0s

SE Radio 729: Garth Mollett on AI Supply Chain Security

SE Radio 729: Garth Mollett on AI Supply Chain Security

Garth Mollet, Senior Principal Product Security Engineer and Technical Advisor for Product Security at Red Hat, joins host Robert Blumen for a discussion of AI supply chain security. They start with t...

15 Heinä 48min

SE Radio 728: Clare Liguori on AWS Strands SDK for AI Agents

SE Radio 728: Clare Liguori on AWS Strands SDK for AI Agents

Clare Liguori, a Senior Principal Engineer who works on developer tooling and agentic AI at Amazon Web Services, speaks with host Sri Panyam about the Amazon Strands Agents SDK. This episode explores ...

8 Heinä 1h 8min

SE Radio 727: Jeroen Janssens and Thijs Nieuwdorp on Using Polars

SE Radio 727: Jeroen Janssens and Thijs Nieuwdorp on Using Polars

Jeroen Janssens, a senior developer relations engineer at Posit, and Thijs Nieuwdorp, a developer relations engineer at Polars, speak with host Gregory M. Kapfhammer about Polars, a Python package for...

2 Heinä 1h 2min

SE Radio 726: Scott Kingsley on the Swagger Ecosystem

SE Radio 726: Scott Kingsley on the Swagger Ecosystem

Scott Kingsley, a VP of Engineering at SmartBear, speaks with host Gregory Kapfhammer about the Swagger ecosystem. They discuss the user interface, editor, and Swagger CodeGen and how these tools supp...

24 Kesä 52min

SE Radio 725: Danny Yang and Sam Goldman on the Pyrefly Type Checker

SE Radio 725: Danny Yang and Sam Goldman on the Pyrefly Type Checker

Danny Yang and Sam Goldman, both Software Engineers at Meta, speak with host Gregory M. Kapfhammer about the Rust-based Pyrefly type checker for Python. After a look at the foundational concepts for a...

18 Kesä 54min

SE Radio 724: Jure Leskovec on Relational Graph and Foundational Models

SE Radio 724: Jure Leskovec on Relational Graph and Foundational Models

Jure Leskovec, Professor of Computer Science at Stanford University and Chief Scientist at Kumo.ai, speaks with host Sriram Panyam about relational and graph language models and their transformative i...

10 Kesä 1h 2min

SE Radio 723: Dave Airlie on Linux Kernel Maintenance

SE Radio 723: Dave Airlie on Linux Kernel Maintenance

Dave Airlie, a Distinguished Engineer at Red Hat, speaks with host Gregory M. Kapfhammer about Linux kernel maintenance. After over-viewing the scale and structure of the Linux kernel, they dive deep ...

3 Kesä 1h 9min

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