> Markdown version of [/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms](https://www.wearedevelopers.com/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms). 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 ## 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") - [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") - [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") - [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") - [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") - [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") ## 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. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) ## Related Jobs - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Partner Sales Director - AI Alliances - Model Providers](https://www.wearedevelopers.com/jobs/48429-partner-sales-director-ai-alliances-model-providers) at **Dynatrace** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [ML Engineer](https://www.wearedevelopers.com/jobs/48422-ml-engineer) at **Sciforium** - [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.** - [Model Implementation Engineer](https://www.wearedevelopers.com/jobs/48421-model-implementation-engineer) at **Sciforium**