Engineering memory
How Skaftor's knowledge graph turns your organization's intent, decisions, and code into durable, queryable memory for humans and agents.
Engineering memory is your organization's persistent, queryable record of how and why its software was built. In Skaftor it's a knowledge graph connecting intent, architecture, work, code, feedback, and people.
Why it exists
Most engineering context lives in people's heads and stale docs. When someone leaves or an agent starts cold, that context is gone and the software gets harder to change. Engineering memory makes context a durable asset instead of a perishable one.
How it's built
Skaftor writes a graph edge for every cross-entity link as work happens, so the memory is generated from real artifacts rather than maintained by hand. Every entity's 'linked context' view reads from these edges.
What it powers
- Self-serve context for humans and agents (the execution manifest).
- Blast radius — traverse dependents of a change.
- Traceability — follow intent to the commit that shipped it.
- Drift detection — compare linked spec and code.