> Markdown version of [/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session?t=196](https://www.wearedevelopers.com/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session?t=196). 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 Stateless to Self-Improving: Building Agent Workflows That Get Better Every Session

Tired of re-teaching your AI assistant the same codebase rules? Learn to build persistent, self-improving agent workflows that retain memory, master new skills, and evolve across sessions.

- **Speakers:** [Laura Salinas](https://www.wearedevelopers.com/@laura-salinas)
- **Event:** World Congress 2026 North America
- **Published:** September 25, 2026
- **Duration:** 28:44
- **URL:** https://www.wearedevelopers.com/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session
- **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/319b13b76c3fb481598e4a51dca52911/thumbnails/thumbnail.jpg?time=198517ms

## Access

Playback and chapters for this video are available with a Free account.

## Related Moments

- [Empowering autonomous agents with persistent relationship memory architectures](https://www.wearedevelopers.com/videos/100025-scaling-graphrag-efficient-knowledge-retrieval-for-ai) (from "Scaling GraphRAG: Efficient Knowledge Retrieval for AI")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/abeee8eb1ffba288eb3edb44859c47ba/thumbnails/thumbnail.jpg?time=149400ms
- [Scaling declarative multi-agent software workflows on Kubernetes](https://www.wearedevelopers.com/videos/100113-building-the-future-of-java-ai-agents-mcp-and-next-gen-app-development) (from "Building the Future of Java: AI Agents, MCP, and Next-Gen App Development")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/91cb170a0a4437d154a49574d85a270e/thumbnails/thumbnail.jpg?time=22470ms
- [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")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e602c7a24aecabf9b398579d5c6bc582/thumbnails/thumbnail.jpg?time=243155ms
- [Preparing for the future of agent-driven software development](https://www.wearedevelopers.com/videos/100549-building-the-agentic-software-factory) (from "Building the Agentic Software Factory")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/474e67dfbb08c1bc010cee59bbd6fb4d/thumbnails/thumbnail.jpg?time=192244ms
- [Designing an ephemeral AI agent runtime](https://www.wearedevelopers.com/videos/100418-i-built-my-own-ai-wearable-so-you-don-t-have-to-but-you-ll-want-to) (from "I Built My Own AI Wearable (So You Don't Have To — But You'll Want To)")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/11c2c9a085aa2ac6be12428da6ffd129/thumbnails/thumbnail.jpg?time=282740ms
- [Engineering context for improved human and AI collaboration](https://www.wearedevelopers.com/videos/100504-building-an-ai-native-development-workflow) (from "Building an AI-Native Development Workflow")
  - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/1fcd29061a8f60689b66856039797e3e/thumbnails/thumbnail.jpg?time=254663ms

## 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)
- [Infer Once, Run Everywhere: Zero-Token Architecture](https://www.wearedevelopers.com/magazine/783-infer-once-run-everywhere-zero-token-architecture)
- [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding)
- [Introducing Redis Agent Memory Server](https://www.wearedevelopers.com/magazine/699-introducing-redis-agent-memory-server)

## Related Jobs

- [Staff Software Engineer, Agentic Platform](https://www.wearedevelopers.com/jobs/48464-staff-software-engineer-agentic-platform) at **Docker, Inc.**
- [Principal Solutions Architect, Professional Services](https://www.wearedevelopers.com/jobs/ext/3705353-principal-solutions-architect-professional-services) at **Docker, Inc.**
- [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.**
- [Head of Agentic AI / Lead AI Engineer](https://www.wearedevelopers.com/jobs/48488-head-of-agentic-ai-lead-ai-engineer) at **1st solution consulting gmbh**
- [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**
- [Senior AI Platform Engineer](https://www.wearedevelopers.com/jobs/ext/3709265-senior-ai-platform-engineer) at **ARM**