> Markdown version of [/videos/100597-how-to-trust-code-you-didn-t-write?t=521](https://www.wearedevelopers.com/videos/100597-how-to-trust-code-you-didn-t-write?t=521). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # How to Trust Code You Didn't Write How do you verify AI-generated pull requests when LLMs fail to review their own work? Discover how engineering teams use multi-agent swarms to independently test and trust machine code. - **Speakers:** [Jeff An](https://www.wearedevelopers.com/@jeff-an), [Itamar Friedman](https://www.wearedevelopers.com/@itamar-friedman), [Shubho Sengupta](https://www.wearedevelopers.com/@shubho-sengupta), [Francesco Ciulla](https://www.wearedevelopers.com/@francesco-ciulla) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 29:42 - **URL:** https://www.wearedevelopers.com/videos/100597-how-to-trust-code-you-didn-t-write ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Managing AI speed and the rise of verification debt](https://www.wearedevelopers.com/videos/100265-fireside-chat-in-conversation-with-werner-vogels-cto-of-amazon-com) (from "Fireside Chat - In conversation with Werner Vogels, CTO of Amazon.com") - [Overcoming cognitive surrender in AI code review](https://www.wearedevelopers.com/videos/100432-the-reviewer-can-t-be-the-author-independent-verification-for-ai-generated-code) (from "The reviewer can't be the author: independent verification for AI-generated code") - [Introduction to evaluating AI code review agents](https://www.wearedevelopers.com/videos/100421-21-experiments-in-six-weeks-a-playbook-for-improving-your-ai-agent) (from "21 Experiments in Six Weeks: A Playbook for Improving Your AI Agent") - [The reality of shipping AI-generated code](https://www.wearedevelopers.com/videos/100432-the-reviewer-can-t-be-the-author-independent-verification-for-ai-generated-code) (from "The reviewer can't be the author: independent verification for AI-generated code") - [Current state of AI coding and software factories](https://www.wearedevelopers.com/videos/100484-state-of-the-software-factory) (from "State of the Software Factory") - [Verifying the quality of rapidly generated AI code](https://www.wearedevelopers.com/videos/100069-building-the-next-generation-of-ai-developer-tools) (from "Building the next generation of AI developer tools") ## Related Articles - [Trustworthy AI Starts at Deployment: 5 Checks Before You Ship](https://www.wearedevelopers.com/magazine/753-trustworthy-ai-starts-at-deployment-5-checks-before-you-ship) - [Transforming Software Development: The Role of AI and Developer Tools](https://www.wearedevelopers.com/magazine/527-transforming-software-development-the-role-of-ai-and-developer-tools) - [AI Eats the Verifiable First](https://www.wearedevelopers.com/magazine/765-ai-eats-the-verifiable-first) - [What is Software Engineering in the Age of AI?](https://www.wearedevelopers.com/magazine/640-what-is-software-engineering-in-the-age-of-ai) ## Related Jobs - [Staff Developer Advocate, GitHub Security Lab](https://www.wearedevelopers.com/jobs/ext/2628442-staff-developer-advocate-github-security-lab) at **GitHub** - [Staff Software Engineer, GitHub Intelligence (Copilot Agents)](https://www.wearedevelopers.com/jobs/ext/2650582-staff-software-engineer-github-intelligence-copilot-agents) at **GitHub** - [MLOps AI Engineer](https://www.wearedevelopers.com/jobs/ext/2565312-mlops-ai-engineer) at **TeamViewer Germany GmbH,** - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.**