research-document

Risk Assessment

Risk Assessment

Generated: 2026-07-22T15:10:59+00:00

Rejected Alternatives

  • Discipline-first folders as the primary architecture
  • Project-only organization without shared concept ownership
  • Docs-only static site generators as the full platform model
  • Manual curation of registries and backlinks

Architectural Tradeoffs

  • A hybrid concept-plus-project model is more complex than a plain docs tree, but it preserves cross-project reasoning.
  • Hybrid retrieval requires more infrastructure than local full-text search, but single-mode search will fail at scale.
  • Typed metadata adds authoring overhead, but the repository is already large enough that untyped growth would create long-term entropy.

Scalability Risks

  • Flat intake directories become unmanageable well before 10,000 documents.
  • Semantic indexing costs increase sharply if chunking and canonical summaries are not normalized.
  • Graph density can become noisy without controlled relationship vocabularies.

Maintenance Costs

  • Metadata linting and schema evolution must be treated as first-class engineering work.
  • Canonical concept ownership requires editorial governance.
  • Search quality tuning needs periodic evaluation against real queries.

Technical Debt To Avoid

  • Hard-coding navigation in website templates
  • Allowing duplicate status vocabularies
  • Embedding relationships only in prose
  • Using filenames as the only durable identifiers

Future Migration Concerns

  • If Astro no longer fits, keep generated data products framework-agnostic so the site can be replatformed without reclassifying the corpus.
  • Preserve immutable manifests and graph exports so future researchers can reconstruct repository state independent of the website stack.