> Markdown version of [/videos/100516-context-engineering-how-machines-remember-and-forget?t=0](https://www.wearedevelopers.com/videos/100516-context-engineering-how-machines-remember-and-forget?t=0). 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). --- # Context Engineering: How machines remember and forget Overloading an AI's context window inevitably leads to systemic failure. Master context engineering with token budgets, isolated sub-agents, and retrieval strategies to build resilient model memory. - **Speakers:** [Emre Okcular](https://www.wearedevelopers.com/@emre-okcular) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 24:38 - **URL:** https://www.wearedevelopers.com/videos/100516-context-engineering-how-machines-remember-and-forget ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [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") - [Designing short-term and long-term memory for intelligent agents](https://www.wearedevelopers.com/videos/100318-context-graphs-for-explainable-decision-aware-ai-agents) (from "Context Graphs for Explainable, Decision-Aware AI Agents") - [Audience questions on context management and agent evaluation](https://www.wearedevelopers.com/videos/100439-context-engineering-kung-fu) (from "Context Engineering Kung Fu") - [Providing context through artificial intelligence agent memories](https://www.wearedevelopers.com/videos/100500-the-private-ai-platform-why-agentic-apps-need-a-private-application-platform) (from "The Private AI Platform: Why Agentic Apps Need a Private Application Platform") - [Equipping AI agents with memory and context](https://www.wearedevelopers.com/videos/100162-the-private-ai-platform-why-agentic-apps-need-a-private-application-platform) (from "The Private AI Platform: Why Agentic Apps Need a Private Application Platform") - [Applying context engineering across the full software lifecycle](https://www.wearedevelopers.com/videos/100256-can-this-elephant-dance-ibm-bob-and-the-future-of-ai-first-software-development) (from "Can This Elephant Dance? IBM Bob and the Future of AI-First Software Development") ## Related Articles - [Introducing Redis Agent Memory Server](https://www.wearedevelopers.com/magazine/699-introducing-redis-agent-memory-server) - [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) - [WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?](https://www.wearedevelopers.com/magazine/469-wwc24-talk-scott-hanselman-ai-superhero-or-supervillain) - [Everything a Developer Needs to Know About MCP with Neo4j](https://www.wearedevelopers.com/magazine/604-everything-a-developer-needs-to-know-about-mcp-with-neo4j) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [Principal Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/2854958-principal-software-engineer-ai-inference-runtime) at **ARM** - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Staff Memory Controller Performance Architect](https://www.wearedevelopers.com/jobs/ext/3334035-staff-memory-controller-performance-architect) at **ARM** - [Staff Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/3474466-staff-software-engineer-ai-inference-runtime) at **ARM** - [Lead Expert Agentic AI & Automation](https://www.wearedevelopers.com/jobs/ext/3323446-lead-expert-agentic-ai-automation) at **ZEISS Group**