mahika jadhav

mahika jadhav

Building infrastructure for AI agents

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mahika jadhav

23h ago

Eros - Episodic 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.
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