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Long-Horizon AI Agents: Memory & State Infrastructure
Learn why long-horizon agents fail and how durable memory, checkpointing, and Redis Agent Memory keep agents running across hours and days.
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redis.io
Long-Horizon AI Agents: Memory & State Infrastructure
Learn why long-horizon agents fail and how durable memory, checkpointing, and Redis Agent Memory keep agents running across hours and days.
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dev.to
I built a "brain" for AI coding agents — it never forgets and never stops
I got tired of re-explaining context to my AI every single prompt. It forgets what it did 5 minutes...
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Beyond the Prompt: How to Build Stateful AI Agents with Persistent Memory and Self-Learning Loops
Imagine hiring a brilliant software engineer who suffers from complete amnesia every time they blink....
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Most AI Agents Do Not Have a Memory Problem. They Have a Coordination Problem.
Why multi-agent AI systems need shared operational state, event-driven workflows, and an auditable database layer.
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AI agents don't have a memory problem. They have an architecture problem.
Every session, the LLM starts fresh. The user re-explains their role, their constraints, their...