Product / Memory

Lineage, explainability, observability.

It gets smarter every day. Every decision, change, and fix is remembered. Pipelines don't forget when someone leaves. The system compounds.

The memory model

What Dagen keeps, so people don't have to.

Dagen Memory is lineage, explainability, and observability by default. Knowledge does not leave when a person does.

Lineage

Every field traces back to the source table, the job that built it, and the decision that approved it. The mapping is in the system, not in someone's head.

Explainability

Why this pipeline exists. Why this fix shipped. Why this view is safe for a copilot to query. The record travels with the work.

Observability

Healings replay. Drift is caught at the source. What changed, when, and what the agent did about it stays visible.

Operational payoff

Decisions persist. Healings replay. People can leave.

The compounding layer on the control plane. Next time the same mapping comes up, the system already knows.

Decisions persist

Approval is part of the record.

The engineer gates production. Memory keeps the why — so the next pipeline does not start from zero.

Healings replay

A fix is not a one-off.

When schema drift hits, the runtime heals at the source and Memory stores the repair. The same break does not become next quarter's ticket.

People can leave

The system compounds.

Logic no longer lives in the engineer who left. Pipelines remember why they exist.

See Memory on a live pipeline.

A 30-minute technical demo. Bring the mapping you cannot afford to rediscover.