> Markdown version of [/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms?t=134](https://www.wearedevelopers.com/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms?t=134). 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). --- # No Single Model to Rule Them All: Building Resilient AI Agents Across Open & Closed LLMs The era of relying on a single proprietary LLM is over. Build resilient, cost-effective AI agents by dynamically routing workloads across open and closed models. - **Speakers:** [Emmanuel Acheampong](https://www.wearedevelopers.com/@emmanuel-acheampong) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 14:05 - **URL:** https://www.wearedevelopers.com/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/92b2f836d4c8cceb2a69d1d429a13473/thumbnails/thumbnail.jpg?time=136053ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Shifting focus from isolated models to enterprise AI systems](https://www.wearedevelopers.com/videos/100130-ai-in-production-applied-ai-enterprise-use-cases) (from "AI in Production: applied AI & enterprise use cases") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/998410277ecdf1996fe8101ffd9d2de1/thumbnails/thumbnail.jpg?time=127990ms - [Navigating multi-model infrastructures and compound agent swarms](https://www.wearedevelopers.com/videos/1384-compose-the-future-building-agentic-applications-made-simple-with-docker) (from "Compose the Future: Building Agentic Applications, Made Simple with Docker") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/85039cecc33f79a09e35d64dc7ca0f6c/thumbnails/thumbnail.jpg?time=221395ms - [Transitioning to a hybrid human and agent workforce](https://www.wearedevelopers.com/videos/1387-agents-for-the-sake-of-happiness) (from "Agents for the Sake of Happiness") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6a87d8b530e39db962077ef1a5da7dc8/thumbnails/thumbnail.jpg?time=30000ms - [Transitioning from machine learning models to complex agentic systems](https://www.wearedevelopers.com/videos/1383-the-state-of-genai-machine-learning-in-2025) (from "The State of GenAI & Machine Learning in 2025") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/04a1e0c8f374dfdae454595bdb830ced/thumbnails/thumbnail.jpg?time=202545ms - [Understanding foundational concepts of LLMs, agents, and MCPs](https://www.wearedevelopers.com/videos/1768-boost-productivity-with-ai-figma-playwright-mcp-workflows-aris-markogiannakis) (from "Boost Productivity with AI: Figma & Playwright MCP Workflows - Aris Markogiannakis") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/a58ab49d7749b3e3681ae928f770b14f/thumbnails/thumbnail.jpg?time=151805ms - [The evolution from LLM workflows to personal agents](https://www.wearedevelopers.com/videos/100521-the-next-wave-of-agents-what-s-real-what-s-next-and-what-matters) (from "The Next Wave of Agents: What’s Real, What’s Next, and What Matters") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/10567cd2e248b60e8ddc1b708b93f916/thumbnails/thumbnail.jpg?time=113601ms ## Related Articles - [A 5-Step Open-Source Setup for Agentic Engineering](https://www.wearedevelopers.com/magazine/738-a-5-step-open-source-setup-for-agentic-engineering) - [ I Gave a Video Editor More Autonomy Than a Trading Bot. 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