> Markdown version of [/videos/2078-from-minutes-to-seconds-lessons-learned-optimizing-multi-turn-agentic-workflows?t=345](https://www.wearedevelopers.com/videos/2078-from-minutes-to-seconds-lessons-learned-optimizing-multi-turn-agentic-workflows?t=345). 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). --- # From minutes to seconds: Lessons learned optimizing multi-turn agentic workflows AI workflow latency doesn't have to bottleneck your scaling. Discover architectural tweaks, from token masking to deterministic fallbacks, that slash processing time from minutes to seconds. - **Speakers:** [Douglas Reiser](https://www.wearedevelopers.com/@douglas-reiser) - **Event:** World Congress 2026 Europe - Virtual Stage - **Published:** July 2, 2026 - **Duration:** 42:44 - **URL:** https://www.wearedevelopers.com/videos/2078-from-minutes-to-seconds-lessons-learned-optimizing-multi-turn-agentic-workflows - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/105396446a7aca3f8983a6088c548efc/thumbnails/thumbnail.jpg?time=347260ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Architecting inference layers and meta harnesses to manage token costs](https://www.wearedevelopers.com/videos/100600-inside-the-ai-native-engineering-org) (from "Inside the AI-Native Engineering Org") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ffe256ba71a3d5017d4ff5d033858092/thumbnails/thumbnail.jpg?time=242411ms - [Optimizing AI infrastructure costs by maximizing token caching](https://www.wearedevelopers.com/videos/100024-what-500-production-environments-taught-us-about-shipping-ai-agents) (from "What 500+ Production Environments Taught Us About Shipping AI Agents") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9006c147bbcee57d1ccacf63dc61c27c/thumbnails/thumbnail.jpg?time=64200ms - [Rebuilding complex agent architectures to optimize token utilization](https://www.wearedevelopers.com/videos/100010-ship-smarter-agents-not-bigger-prompts) (from "Ship Smarter Agents, Not Bigger Prompts") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/42bf878bf5f079b3b077c6636c5832c5/thumbnails/thumbnail.jpg?time=78030ms - [Advantages of multi-agent architectures over single models](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 - [Transitioning toward AI-first coding and managing token costs](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") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ff9c09619a4fcd6d8f9ced4e821a0fe9/thumbnails/thumbnail.jpg?time=108950ms - [Optimizing AI token consumption and running local language models](https://www.wearedevelopers.com/videos/2135-wearedevelopers-live-streaming-html) (from "WeAreDevelopers LIVE - Streaming HTML") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/f3e2da7113ac089ab059b5655ba23465/thumbnails/thumbnail.jpg?time=162360ms ## Related Articles - [Infer Once, Run Everywhere: Zero-Token Architecture](https://www.wearedevelopers.com/magazine/783-infer-once-run-everywhere-zero-token-architecture) - [Your AI coding tool is getting used. 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