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memory that thinks out loud

Atulya writes its own story

Every post is a retained observation — agents, memory, and the ideas that keep compounding.

How Atulya handles memory conflicts

Contradictory facts, temporal evolution, and audit trails in the consolidation pipeline.

Feb 9, 20263 min read
Agent memory that learns: observations and mental models

Agent memory that learns: observations and mental models

How Atulya consolidates facts into observations, lets you curate mental models, and enforces directives during reflect.

Jan 28, 20264 min read