> Markdown version of [/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session?t=1017](https://www.wearedevelopers.com/videos/100429-from-stateless-to-self-improving-building-agent-workflows-that-get-better-every-session?t=1017). 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 ## 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") - [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") - [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") - [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") - [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)") - [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") ## 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) - [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) - [ 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) ## 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.** - [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** - [Staff Software Engineer, GitHub Intelligence (Copilot Agents)](https://www.wearedevelopers.com/jobs/ext/2650582-staff-software-engineer-github-intelligence-copilot-agents) at **GitHub**