How to be fearlessly AI nativeโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโโโ๏ปฟโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟ๏ปฟโโโโ๏ปฟโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโโโ๏ปฟ๏ปฟโ
https://stackoverflow.blog/2026/08/07/how-to-be-fearlessly-ai-native/
https://stackoverflow.blog/2026/08/07/how-to-be-fearlessly-ai-native/
stackoverflow.blog
How to be fearlessly AI native - Stack Overflow
Ryan welcomes McLaren Stanley, Senior Principal Engineer for Amazon Stores, to discuss what it actually takes to make teams AI native, why agentic engineering is shifting code bottlenecks downstream to testing and deployment, and why robust validation isโฆ
Your tokenmaxxing is not valuemaxxingโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโโโ๏ปฟ๏ปฟโ
https://stackoverflow.blog/2026/08/11/your-tokenmaxxing-is-not-valuemaxxing/
https://stackoverflow.blog/2026/08/11/your-tokenmaxxing-is-not-valuemaxxing/
stackoverflow.blog
Your tokenmaxxing is not valuemaxxing - Stack Overflow
Ryan is joined by Coderโs Rob Whiteley to chat about why tokenmaxxing isnโt proving real value and just triggering Goodhartโs Law, how release speed and PR merges can help you measure agentic outcomes with or without a human-in-the-loop, and what the democratizationโฆ
Solving integration woes with a hackathon
https://stackoverflow.blog/2026/08/14/solving-integration-woes-with-a-hackathon/
https://stackoverflow.blog/2026/08/14/solving-integration-woes-with-a-hackathon/
stackoverflow.blog
Solving integration woes with a hackathon - Stack Overflow
Ryan welcomes Meryll Blanchet, โDirector of Engineering for Adobe Brand Visibility, to chat about Adobeโs recent acquisition of Semrush, how Adobe Brand Visibility was born from Semrushโs AI visibility product and Adobeโs LLM Optimizer, and how Adobe usedโฆ
No Dumb Questions: What is AI context architecture? Why not just build your own?
https://stackoverflow.blog/2026/08/14/ndq-ai-context-architecture-build-buy/
https://stackoverflow.blog/2026/08/14/ndq-ai-context-architecture-build-buy/
stackoverflow.blog
No Dumb Questions: What is AI context architecture? Why not just build your own? - Stack Overflow
In this No Dumb Questions, Phoebe asks Stackโs Engineering Manager Doug Whitley and Product Manager Ash Zade everything she wants to know about AI context architecture. What exactly is it? Why is it so important? What makes for good AI context architecture?โฆ
What does an agentic SDLC actually look like?
https://stackoverflow.blog/2026/08/18/what-does-an-agentic-sdlc-actually-look-like/
https://stackoverflow.blog/2026/08/18/what-does-an-agentic-sdlc-actually-look-like/
stackoverflow.blog
What does an agentic SDLC actually look like? - Stack Overflow
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 Cohenโs kappa to evaluate multiple LLMs-as-judges, and how you can improve requirements byโฆ
Quantum-Augmented Applications: Integrating Quantum Subroutines into Classical Software Stacks
https://stackoverflow.blog/2026/08/20/quantum-augmented-applications-integrating-quantum-subroutines-into-classical-software-stacks/
https://stackoverflow.blog/2026/08/20/quantum-augmented-applications-integrating-quantum-subroutines-into-classical-software-stacks/
stackoverflow.blog
Quantum-Augmented Applications: Integrating Quantum Subroutines into Classical Software Stacks - Stack Overflow
Founded in 2008, Stack Overflowโs public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
AI Won't Replace Project Managers, But It is Reshaping How Work Gets Done
https://stackoverflow.blog/2026/08/20/ai-won-t-replace-project-managers-but-it-is-reshaping-how-work-gets-done/
https://stackoverflow.blog/2026/08/20/ai-won-t-replace-project-managers-but-it-is-reshaping-how-work-gets-done/
stackoverflow.blog
AI Won't Replace Project Managers, But It is Reshaping How Work Gets Done - Stack Overflow
Founded in 2008, Stack Overflowโs public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Get rid of your CAPTCHA, the future of the web is bots
https://stackoverflow.blog/2026/08/21/get-rid-of-your-captcha-the-future-of-the-web-is-bots/
https://stackoverflow.blog/2026/08/21/get-rid-of-your-captcha-the-future-of-the-web-is-bots/
stackoverflow.blog
Get rid of your CAPTCHA, the future of the web is bots - Stack Overflow
Ryan chats with Brian Alvey, CTO at WordPress VIP, about how AI agents are changing the business models of the web, what parts of how we build our sites wonโt survive our current digital evolution, and why your site will always need structured content.
Dispatches from O'Reilly: The right amount of spec for agentic development
https://stackoverflow.blog/2026/08/21/dispatches-from-o-reilly-the-right-amount-of-spec-for-agentic-development/
https://stackoverflow.blog/2026/08/21/dispatches-from-o-reilly-the-right-amount-of-spec-for-agentic-development/
stackoverflow.blog
Dispatches from O'Reilly: The right amount of spec for agentic development - Stack Overflow
When code gets cheap, the hard part is deciding what โcorrectโ means and building a reliable way to check it.
Responsible AI adoption needs developer workflow design
https://stackoverflow.blog/2026/08/24/responsible-ai-adoption-needs-developer-workflow-design/
https://stackoverflow.blog/2026/08/24/responsible-ai-adoption-needs-developer-workflow-design/
stackoverflow.blog
Responsible AI adoption needs developer workflow design - Stack Overflow
Organizations cannot solve shadow AI with a document employees read once. They need to make responsible use easier than improvised use.
Inside LinkedIn's cognitive memory agent for agentic personalization
https://stackoverflow.blog/2026/08/25/inside-linkedin-s-cognitive-memory-agent/
https://stackoverflow.blog/2026/08/25/inside-linkedin-s-cognitive-memory-agent/
stackoverflow.blog
Inside LinkedIn's cognitive memory agent for agentic personalization - Stack Overflow
Ryan is joined by Praveen Bodigutla, Principal AI Researcher at LinkedIn, to chat about the four-layer memory system his team built to give LinkedIn's hiring assistant a persistent, personalized state.