An engineer, an AI robot, and a business professional kneel around a large unfolded map, tracing routes together

Map

Chart the territory. Map turns implicit engineering expectations into an operational definition the organization trusts — skills, behaviours, and career levels in plain text, with organizational signals from GitHub and GetDX feeding every downstream product.

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Two managers disagree on what 'senior' means — neither can point to a written definition. Map gives them one: a structured, validatable engineering standard that everyone references, humans and agents alike.

What becomes possible

For Engineering Leaders

Define what good engineering means so roles have clear, defensible expectations. Define or update a role's expectations knowing structural mistakes get caught.

A validated engineering standard in plain text — skills, behaviours, levels, disciplines, and tracks
A people directory with reporting structure and team views
GitHub activity data and GetDX snapshot imports for downstream analysis
Schema artifacts (JSON Schema + RDF/SHACL) for validation and integration

Getting Started

npm install @forwardimpact/map
npx fit-map init
npx fit-map validate

Getting Started: Map for Leaders

Initialize your agent-aligned engineering standard, validate against schemas, set up the activity layer, and ingest operational signals.