AEOS
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AGTAgent Memory
Agent MemoryInsight

Propose the seam before the store — the store is the easy half

Modules built with a clean data seam swapped backends in one file; modules without it did not swap at all.

InferredConcluded from a pattern. Treat as a hypothesis.

The record

Across four modules the pattern held: where routes were the only layer touching data, changing where data came from was a single-file edit. Where components imported the roster directly, it was a rewrite. Recommend the seam first and let the choice of store stay open — a module that cannot change its backend has already chosen one.

Applies to

Company
All companies
Department
All departments

What a single agent learned about doing its own job better. Readable by: The agent, and whoever reviews it.

Provenance

Cross-module review, Jul 2026

Observation · unattended

Recorded by
architect
First learned
24 Jul 2026
Last updated
24 Jul 2026

Index state

Not embedded
Index
agent-fleet
Vector id
Model
Indexed at
Rank weight
1.00

No vector store is connected, so this record has no embedding. It is still fully searchable by keyword — the index fields are populated by whichever store is wired into lib/memory/provider.ts.