> Markdown version of [/videos/100405-codifying-trade-offs-security-cost-and-compliance-as-agent-guardrails?t=1267](https://www.wearedevelopers.com/videos/100405-codifying-trade-offs-security-cost-and-compliance-as-agent-guardrails?t=1267). 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). --- # Codifying Trade-offs: Security, Cost, and Compliance as Agent Guardrails Why do most AI agents fail in production? They lack strict enterprise guardrails. Learn how to codify security, cost, and compliance policies into active deployment gates. - **Speakers:** [Suzanne Daniels](https://www.wearedevelopers.com/@suzanne-daniels) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 30:54 - **URL:** https://www.wearedevelopers.com/videos/100405-codifying-trade-offs-security-cost-and-compliance-as-agent-guardrails ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Adapting familiar development primitives for essential agent guardrails](https://www.wearedevelopers.com/videos/100106-craftsmanship-in-the-age-of-agents) (from "Craftsmanship in the Age of Agents") - [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") - [Preserving engineering fundamentals in agentic development](https://www.wearedevelopers.com/videos/1897-agents-version-control-and-bunnies-daniel-siegl-david-payr) (from "Agents, Version Control and Bunnies - Daniel Siegl & David Payr") - [Designing an open agent platform with governed autonomy](https://www.wearedevelopers.com/videos/1538-composable-intelligence-how-henkel-and-microsoft-are-shaping-the-agent-ecosystem) (from "Composable Intelligence: How Henkel and Microsoft Are Shaping the Agent Ecosystem") - [Fusing developer experience and platform engineering for agentic SDLC](https://www.wearedevelopers.com/videos/100266-ai-won-t-fix-your-engineering-culture) (from "AI Won't Fix Your Engineering Culture") ## Related Articles - [ 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) - [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding) - [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care) - [From Prototype to Production: Build AI Agents with This Free 4-Course Learning Path](https://www.wearedevelopers.com/magazine/655-from-prototype-to-production-build-ai-agents-with-this-free-4-course-learning-path) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [Staff Software Engineer, Agentic Platform](https://www.wearedevelopers.com/jobs/48464-staff-software-engineer-agentic-platform) at **Docker, Inc.** - [Staff Software Engineer, GitHub Intelligence (Copilot Agents)](https://www.wearedevelopers.com/jobs/ext/2650582-staff-software-engineer-github-intelligence-copilot-agents) at **GitHub** - [Senior Software Engineer, Sandboxes (Eu Or East Coast Preferred)](https://www.wearedevelopers.com/jobs/ext/2161904-senior-software-engineer-sandboxes-eu-or-east-coast-preferred) at **Docker, Inc.** - [Staff Developer Advocate, GitHub Security Lab](https://www.wearedevelopers.com/jobs/ext/2628442-staff-developer-advocate-github-security-lab) at **GitHub** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**