> Markdown version of [/videos/100515-agents-can-t-iterate-against-tests-that-lie](https://www.wearedevelopers.com/videos/100515-agents-can-t-iterate-against-tests-that-lie). 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). --- # Agents Can't Iterate Against Tests That Lie Flaky tests forced one platform's AI agents to blindly add useless timeouts. Discover how feeding agents deep observability traces transforms superficial guesses into durable backend refactors. - **Speakers:** [Rocky Warren](https://www.wearedevelopers.com/@rocky-warren) - **Event:** World Congress 2026 North America - **Published:** September 26, 2026 - **Duration:** 29:46 - **URL:** https://www.wearedevelopers.com/videos/100515-agents-can-t-iterate-against-tests-that-lie ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Balancing developer autonomy with the adoption of coding agents](https://www.wearedevelopers.com/videos/100198-the-last-mile-of-ai-from-prototype-to-production) (from "The Last Mile of AI: From Prototype to Production") - [Rethinking team structures around AI agent capabilities](https://www.wearedevelopers.com/videos/1539-agentic-devops-how-ai-powered-automation-transforms-software-delivery-on-github-and-azure) (from "Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure") - [Adapting existing test automation scripts for AI agents](https://www.wearedevelopers.com/videos/1837-why-testing-matters-in-ai-luise-freese-and-elio-struyf) (from "Why Testing Matters in AI - Luise Freese and Elio Struyf") - [Best practices for scaling AI agent experimentation](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") - [Key takeaways for architecting reliable software agents](https://www.wearedevelopers.com/videos/1517-the-limits-of-prompting-architectingtrustworthy-coding-agents) (from " The Limits of Prompting: ArchitectingTrustworthy Coding Agents") - [Using AI agents for security testing and bug fixing](https://www.wearedevelopers.com/videos/100592-coffee-with-developers-with-noris-buriac-forward-security) (from "Coffee with Developers with Noris Buriac (Forward Security)") ## Related Articles - [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care) - [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding) - [The Overflow: AI and Agentic Coding](https://www.wearedevelopers.com/magazine/721-the-overflow-ai-and-agentic-coding) - [ I Gave a Video Editor More Autonomy Than a Trading Bot. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [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,** - [Staff Software Engineer, Agentic Platform](https://www.wearedevelopers.com/jobs/48464-staff-software-engineer-agentic-platform) at **Docker, Inc.** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [Principal Software Engineer (m/f/x)](https://www.wearedevelopers.com/jobs/48548-principal-software-engineer-m-f-x) at **Dynatrace**