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Iiniyarajanininiyarajanhashnodedev.hashnode.dev·Apr 15 · 8 min read

Building Robust AI Agent Memory Systems in 2026

Picture this: you've built an AI agent that can handle customer support tickets brilliantly, but it keeps asking the same customer their name and order number in every conversation. Sound familiar? We've all been there — creating agents that work per...

Iiniyarajanininiyarajanhashnodedev.hashnode.dev·Apr 1 · 9 min read

Building Persistent AI Agent Memory Systems That Actually Work

Building Persistent AI Agent Memory Systems That Actually Work Photo by Andrey Matveev on Pexels Here's a startling fact: 87% of AI agents fail at multi-turn conversations because they can't remember context beyond their immediate training window. W...

DADaniel Anthony Romitelli Jrincraftedbydaniel.hashnode.dev·Mar 19 · 11 min read

I Lost Three Hours to a Blank Slate—So I Made “Forgetting” Structurally Impossible (Series Part 12)

I watched it happen in real time: a fresh session spun up, eager to help, and immediately asked the question that costs me hours—“What should I work on?” Part 0 of this series was the emotional moment: the AI forgets everything, and you end up rebuil...