From PHP to team lead of agents: rethinking judgment, review, and data with Google's Andi Gutmans (Part 1)

More from The Stack Overflow Podcast

1. 

   E983 · 28 Aug 2026 · 25 min

   When you keep AI Lean, you keep AI correct

   Ryan chats with Leo de Moura, Senior Principal Applied Scientist at AWS and the creator of the Lean language, about proving correctness in AI agents with the Lean language, how automated reasoning complements probabilistic AI models, and the use of AI for continuous code optimization.Episode notes:Lean is a functional programming language and proof assistant that allows developers to write programs and verify their mathematical correctness within the exact same system.Connect with Leo on LinkedIn and check out his many badges on Stack Overflow.Congrats to Populist badge winner Peter Lawrey…

2. 

   E982 · 25 Aug 2026 · 33 min

   Inside LinkedIn's cognitive memory agent for agentic personalization

   Ryan is joined by Praveen Bodigutla, Principal AI Researcher at LinkedIn, to chat about LinkedIn's cognitive memory agent for agentic personalization.

3. 

   E981 · 21 Aug 2026 · 33 min

   Get rid of your CAPTCHA, the future of the web is bots

   See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

4. 

   E979 · 18 Aug 2026 · 29 min

   Building an agentic SDLC with a QA engineering mindset

   Ryan welcomes Suneet Malhotra, Senior Manager of Test Engineering at Motorola Solutions, to chat about building end-to-end agentic SDLC pipelines using MCPs, using Cohen’s kappa to evaluate multiple LLMs-as-judges, and how you can improve requirements by shifting QA left through a specification enrichment stage immediately after the design phase.Episode notes:You can learn more about Suneet’s five-agent SDLC (and see the companion code) on his GitHub. Read the papers discussed: Cross-Layer Observability for LLM-Assisted Test Automation: A Reference Architecture and Web Feasibility Study and…

5. 

   E978 · 14 Aug 2026 · 28 min

   Solving integration woes with a hackathon

   Ryan welcomes Meryll Blanchet, Director of Engineering for Adobe Brand Visibility, to chat about Adobe’s recent acquisition of Semrush, how Adobe Brand Visibility was born from Semrush’s AI visibility product and Adobe’s LLM Optimizer, and how Adobe used a three-day internal hackathon instead of a large-scale infrastructure integration to quickly deliver value to customers. Episode notes: Adobe Brand Visibility is a GEO software that helps companies improve their AI visibility, citations, and share of voice. You can preview the new product here.Connect with Meryll on LinkedIn.…

6. 

   E977 · 11 Aug 2026 · 30 min

   Your tokenmaxxing is not valuemaxxing

   Ryan is joined by Coder’s Rob Whiteley to chat about why tokenmaxxing isn’t proving real value and just triggering Goodhart’s Law, how release speed and PR merges can help you measure agentic outcomes with or without a human-in-the-loop, and what the democratization of skills means for junior developers and the talent pipeline. Episode notes:Coder is a self-hosted platform that lets you securely run cloud development environments and AI coding agents on your own internal infrastructure. Connect with Rob on LinkedIn.Today’s shoutout goes to an Unsung Hero badge winner, user Red.Wave! See…

7. 

   E998 · 9 Oct 2026 · 33 minNew

   Taking a look under your agent’s hood

   Ryan is joined by Yanbing Li, Chief Product Officer at Datadog, to talk about applying observability to non-deterministic AI agents, blurring the boundaries between software development and production workflows, and navigating emerging challenges in AI security and tokenomics.Episode notes: Datadog is an observability and security platform for cloud applications, providing real-time monitoring for infrastructure, distributed systems, and AI agent behavior. Connect with Yanbing on LinkedIn and learn more on the Datadog website. Congrats to Great Answer badge winner insertusernamehere for…

8. 

   E997 · 6 Oct 2026 · 33 min

   Tales from the 2026 Developer Survey results

   Ryan chats with Erin Yepis, Senior Analyst at Stack Overflow, about the results from this year’s Annual Developer Survey, including the overwhelming daily usage of AI coding assistants despite lingering developer trust issues, the critical role of well-organized documentation in providing verifiable context to mitigate AI hallucinations, and the evolving ways developers are shifting away from active community posting in favor of passive knowledge consumption.Episode notes:Check out the full 2026 Developer Survey results.Connect with Erin on LinkedIn and read her past articles on the Stack…

9. 

   E996 · 2 Oct 2026 · 28 min

   Constraints that make developers faster

   Ryan chats with Julien Verlaguet, CEO at Skip Labs, about finding the balance between human tolerance and tooling constraints, the spectrum of typed programming languages, and building cost-effective tooling for AI agents.Episode notes: Skip Labs develops a programming language designed for reactive programming alongside specialized constraint-based tooling for AI agents. Connect with Julien Verlaguet on LinkedIn. Congrats to Populist badge winner s0nix for winning the badge on their answer to Git through Visual Studio Code is unusably slow. See Privacy Policy at https://art19.com/privacy…

10. 

    E995 · 29 Sep 2026 · 27 min

    Your phone is AI’s newest hardware

    Ryan sits down with Div Garg, CEO at AGI Inc., to talk about running AI agents entirely on mobile devices, optimizing models for edge computing chips, and building safety mechanisms into autonomous app interactions. Episode notes:AGI Inc. is a research lab building the world's best on-device models that allow AI to autonomously interact with millions of third-party mobile applications.Connect with Div on LinkedIn and check out AGI on X.Congrats to Great Question badge winner Nathan Fellman for winning the badge on their question How does reverse debugging work?. See Privacy Policy at…

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