Need Coherence Vector: Strategy-to-Work Traceability for API Programs
Need every API to carry first-class metadata linking it to the job-to-be-done, the team goal, and the group strategic objective it serves, so anyone working on it knows they are going in the right direction.
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Persona Story:
Riley has been chasing what she calls a “coherence vector” inside the API program — trying to make everything make sense by combining context and recording decisions and treating a single source of truth as the substrate underneath every API. The ask is structural: an API tied to a job-to-be-done tied to a team goal tied to a group strategic objective, traceable up and down so the right work happens and the wrong work gets pruned.
Problem Context
- Senior product voices in large API platforms independently ask for the same shape: strategic objective down to team goal down to job-to-be-done down to API, traceable both ways
- Today’s API metadata captures technical lineage (owner, version, schema) but not strategic lineage (what objective does this serve)
- Product-led transformations are often executed by engineering and program managers, so the coherence work gets pulled back into one person’s local scope
- The same pattern shows up across industries — financial-data platforms, EDI platforms — confirming this is structural, not vertical-specific
Problem Impact
- Teams build APIs that no longer map to a current strategic objective and nobody catches it until budget review
- The “single source of truth” stays aspirational — decisions get recorded in different systems with no thread connecting them
- API portfolio reviews become re-litigation of every API’s purpose instead of a check against declared objectives
- New hires cannot tell which APIs matter to the business from the catalog alone
Naftiko Today
- Executable YAML capability specs are designed for first-class metadata, so strategic-lineage fields (objective, team goal, job-to-be-done) can be declared alongside technical lineage
- Spectral ruleset (15 rules) and JSON Schema validation enforce that every capability declares its strategic context, blocking ship without it
- Capability metadata becomes the single auditable record per API rather than a wiki page that drifts
- External bindings allow the strategic-objective source — OKR system, strategy doc, planning tool — to be referenced by the capability without embedding it
Naftiko Tomorrow
- Fabric capability discovery (v1.1) will let leadership query “what capabilities serve this strategic objective?” across the enterprise capability fabric
- JSON Schema Store publication (GA) will standardize the strategy-to-work metadata fields so portfolio tools can interoperate with the lineage
- Enterprise security with Keycloak and OpenFGA (v1.1) will scope visibility of strategic-lineage fields appropriately as the metadata becomes load-bearing
- HTML / Markdown format support (Second Alpha) will render the coherence-vector view of any capability into reports the product organization can act on