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 734: Sathiesh Veera on Engineering Data-Protection Guardrails with LLMs

SE Radio 734: Sathiesh Veera on Engineering Data-Protection Guardrails with LLMs

Sathiesh Veera, a GenAI Solutions Architect at At&T, speaks with host Brijesh Ammanath about the data-protection guardrails required when using LLMs. The core issue is that LLMs sit outside the cloud ...

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SE Radio 733: Max Corbridge on Securing AI Agents

SE Radio 733: Max Corbridge on Securing AI Agents

Max Corbridge, an ethical hacker and red teamer who is co-founder and CEO of Secure Agentics, speaks with SE Radio host Amey Ambade about how AI agents get attacked and what engineers can actually do ...

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5 Aug 57min

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Sonali Varde, Senior Software Engineering Manager at LinkedIn, joins host Kanchan Shringi to discuss how AI is changing the role of the engineering manager. They explore how AI is showing up in day-to...

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

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22 Juli 54min

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 Juli 48min

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

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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 ...

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

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