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Unlocking True AI Collaboration: Understanding Short-Term and Long-Term Memory i

BACKGROUND
2 SIGNALSFIRST DETECTED 11 May 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
Other feeds and industry voices
27 Mar
Why Your AI Agent Needs Memory

<p>Most agent frameworks treat memory as an afterthought. They give your agent tools, prompts, and orchestration patterns — but when you restart the conversation, everything

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24 Mar
The 5-Layer Memory Architecture That Keeps Our AI Agent Running 24/7 Without Forgetting

<p>Most AI agents have amnesia.</p> <p>You close the chat window. They forget everything. Every session starts from zero. Every context window fills up and dumps the earliest

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14 May
What is Agent Memory and why does it matter?

<p>This post originally appeared on <a href="https://tokenjam.dev/blog/2026-05-13-agent-memory?utm_source=devto&amp;utm_medium=referral&amp;utm_campaign=cross-post" rel="noopener

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29 Mar
Why I Built a Brain for My AI Agents — and What It Taught Me About Memory

<p>`---<br /> title: "Why I Built a Brain for My AI Agents — and What It Taught Me About Memory"<br /> published: true<br /> description: "Anamnesis v0.3.0: The cognitive

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28 May
AI Memory Is Broken. Here's What's Finally Starting to Fix It

<h2> The Problem with Forgetting </h2> <p>Every time you start a new conversation with an LLM, it forgets everything. No memory of your preferences, your codebase, your past

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15 Apr
Why I stopped putting LLMs in my agent memory retrieval path

<p>Every agent pipeline I've touched in the last eighteen months reinvents memory, and most of them do it badly.</p> <p>Planner decisions never reach the executor. Giant prompts

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16 Aug
Agent State, Memory & Checkpointing: Three Things That Sound Similar but Aren’t

<p>Hi. While making my agents orchestrate, remember, resume or anything for that matter, I found myself thinking about how naturally we do some of these things ourselves. We

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11 May
The 10 Best AI Memory Layers for Agents in 2026

<p>If you are building agents in 2026, you have already hit the wall. Bigger models do not fix forgetfulness. Context windows can grow forever, and the agent still cannot remember

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