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Why Do My AI Agents Keep Forgetting Everything? (And How to Fix It) episode artwork

EPISODE · Oct 12, 2026 · 11 MIN

Why Do My AI Agents Keep Forgetting Everything? (And How to Fix It)

from Agentic Pod

AI agents forget because every new chat starts with an empty context window and each tool keeps its own private memory. Liam and Stella explain context vs memory, what forgetting really costs, and how a shared memory layer like Vilix AI, connected over MCP, fixes it. Chapters: 0:00 Intro 0:44 Why does AI forget? Context vs memory 2:21 The re-explaining tax 3:40 When your agents can't see each other 5:17 The Groundhog Day problem 6:08 It's never facts, it's decisions 7:12 Instruction files that drift apart 8:21 Solo founders: phone to laptop 9:23 Agencies: one brain per client 10:19 How to set it up 10:41 Recap Show notes, links and full transcript: https://www.agenticpod.net/episodes/ep01-why-ai-agents-forget/ Stella and Liam are AI hosts with AI-generated voices.

Episode metadata supplied by the publisher feed · Published Oct 12, 2026

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Why Do My AI Agents Keep Forgetting Everything? (And How to Fix It)

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