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mahika jadhavleft a comment
I was building a behavioral nervous system, basically was trying to bring J.A.R.V.I.S to life. For that project I developed a lot of sub-systems, with the goal of re-building the human brain exactly as it is. The thought was if I replicated all of the systems, the AI might feel real? During that I created learning loops and memory systems for intentional growth through each new experience....
ErosEpisodic memory for the autonomous AI agents
AI Agents are stuck in a "Permanent Present." Every time you ask an agent to perform a recurring task— it starts the execution from scratch. This makes agents slow, expensive, and unpredictable.
The Solution: The Episodic Plan Cache is the memory layer that gives AI agents a "Reflexive Memory." Instead of generating a new execution graph for every request, it indexes successful past outcomes. When a similar intent is detected, it hydrates a proven plan in milliseconds instead of re-generates.
ErosEpisodic memory for the autonomous AI agents