How it all fits together

A single diagram of how socio-technical debt divides into social and technical debt, and how the register's 79 categories are distributed and arranged within each domain. Sub-categories are indented under their parent category. Every name links to the category's card in the register.

How it all fits together: the categories of socio-technical debt Socio-technical debt at the top divides into social debt and technical debt. Each box lists the domain's categories as a tree where sub-categories are indented under their parent category. Dashed lines show technical sub-categories whose parent category is social. Socio-technical debt Past social and/or technical decisions that lead to inefficiencies or increased risks in designing, building, maintaining, managing or using digital solutions. Social debt (33 categories) Debt in decisions, structures and relationships Agentic literacy debt (Agentisk litteracitetsskuld)Agentic literacy debt ★ (Agentisk litteracitetsskuld) Compliance debt (Regelefterlevnadsskuld)Compliance debt ★ (Regelefterlevnadsskuld) Comprehension debt (Förståelseskuld)Comprehension debt ★ (Förståelseskuld) Consensus debt (Konsensusskuld)Consensus debt ★ (Konsensusskuld) Cultural debt (Kulturskuld)Cultural debt (Kulturskuld) Enterprise architecture debt (Verksamhetsarkitekturskuld)Enterprise architecture debt (Verksamhetsarkitekturskuld) Epistemic debt (Epistemisk skuld)Epistemic debt ★ (Epistemisk skuld) Ethical debt (Etisk skuld)Ethical debt ★ (Etisk skuld) AI ethics debt (AI-etikskuld)AI ethics debt (AI-etikskuld) Software fairness debt (Rättviseskuld)Software fairness debt ★ (Rättviseskuld) Governance debt (Styrningsskuld)Governance debt (Styrningsskuld) Shadow-IT debt (Skugg-IT-skuld)Shadow-IT debt (Skugg-IT-skuld) Information debt (Informationsskuld)Information debt (Informationsskuld) Institutional debt (Institutionell skuld)Institutional debt ★ (Institutionell skuld) Intent debt (Intentionsskuld)Intent debt ★ (Intentionsskuld) Knowledge debt (Kunskapsskuld)Knowledge debt ★ (Kunskapsskuld) Management debt (Ledningsskuld)Management debt ★ (Ledningsskuld) Project management debt (Projektledningsskuld)Project management debt ★ (Projektledningsskuld) Project monitoring debt (Projektuppföljningsskuld)Project monitoring debt ★ (Projektuppföljningsskuld) Resource management debt (Resurshanteringsskuld)Resource management debt ★ (Resurshanteringsskuld) Organic debt (Organisk skuld)Organic debt ★ (Organisk skuld) Organisational debt (Organisationsskuld)Organisational debt (Organisationsskuld) People debt (Personalskuld)People debt (Personalskuld) Competence debt (Kompetensskuld)Competence debt (Kompetensskuld) Cognitive debt (Kognitiv skuld)Cognitive debt ★ (Kognitiv skuld) Work-environment debt (Arbetsmiljöskuld)Work-environment debt (Arbetsmiljöskuld) Process debt (Processkuld)Process debt (Processkuld) Reputation debt (Anseendeskuld)Reputation debt (Anseendeskuld) Requirements debt (Kravskuld)Requirements debt (Kravskuld) Team debt (Teamskuld)Team debt ★ (Teamskuld) Team collaboration debt (Teamsamarbetsskuld)Team collaboration debt ★ (Teamsamarbetsskuld) Team communication debt (Teamkommunikationsskuld)Team communication debt ★ (Teamkommunikationsskuld) User-satisfaction debt (Användarnöjdhetsskuld)User-satisfaction debt (Användarnöjdhetsskuld) Technical debt (46 categories) Debt in artefacts such as code, architecture, data and tests Accessibility debt (Tillgänglighetsskuld)Accessibility debt ★ (Tillgänglighetsskuld) Agentic technical debt (Agentisk teknisk skuld)Agentic technical debt ★ (Agentisk teknisk skuld) AI model debt (AI-modellskuld)AI model debt (AI-modellskuld) Architectural debt (Arkitekturskuld)Architectural debt (Arkitekturskuld) Automation (build) debt (Automatiseringsskuld)Automation (build) debt (Automatiseringsskuld) Build debt (Byggskuld)Build debt (Byggskuld) Pipeline debt (Pipelineskuld)Pipeline debt ★ (Pipelineskuld) Code debt (implementation debt) (Kodskuld)Code debt (implementation debt) (Kodskuld) Algorithm debt (Algoritmskuld)Algorithm debt (Algoritmskuld) Configuration debt (Konfigurationsskuld)Configuration debt (Konfigurationsskuld) AI configuration debt (AI-konfigurationsskuld)AI configuration debt (AI-konfigurationsskuld) Cost debt (token debt) (Kostnadsskuld (tokenskuld))Cost debt (token debt) ★ (Kostnadsskuld (tokenskuld)) Data debt (Dataskuld)Data debt ★ (Dataskuld) AI data debt (AI-dataskuld)AI data debt (AI-dataskuld) Database debt (Databasskuld)Database debt (Databasskuld) Database-design debt (Databasdesignskuld)Database-design debt (Databasdesignskuld) Dependency debt (Beroendeskuld)Dependency debt ★ (Beroendeskuld) Compatibility debt (Kompatibilitetsskuld)Compatibility debt (Kompatibilitetsskuld) Deployment debt (Driftsättningsskuld)Deployment debt (Driftsättningsskuld) Depreciation debt (Föråldringsskuld)Depreciation debt (Föråldringsskuld) Design debt (Designskuld)Design debt (Designskuld) Documentation debt (Dokumentationsskuld)Documentation debt (Dokumentationsskuld) Domain debt (Domänskuld)Domain debt (Domänskuld) Infrastructure debt (Infrastrukturskuld)Infrastructure debt (Infrastrukturskuld) Integration debt (Integrationsskuld)Integration debt (Integrationsskuld) Service debt (Tjänsteskuld)Service debt (Tjänsteskuld) Interoperability debt (Interoperabilitetsskuld)Interoperability debt ★ (Interoperabilitetsskuld) Modelling and simulation debt (Modellerings- och simuleringsskuld)Modelling and simulation debt (Modellerings- och simuleringsskuld) Performance debt (Prestandaskuld)Performance debt ★ (Prestandaskuld) Privacy debt (Integritetsskuld)Privacy debt (Integritetsskuld) Prompt debt (Promptskuld)Prompt debt ★ (Promptskuld) Quality debt (Kvalitetsskuld)Quality debt (Kvalitetsskuld) Defect debt (Defektskuld)Defect debt (Defektskuld) Reproducibility debt (Reproducerbarhetsskuld)Reproducibility debt ★ (Reproducerbarhetsskuld) Security debt (Säkerhetsskuld)Security debt (Säkerhetsskuld) Semantic debt (Semantisk skuld)Semantic debt ★ (Semantisk skuld) Sustainability debt (Hållbarhetsskuld)Sustainability debt ★ (Hållbarhetsskuld) Energy debt (Energiskuld)Energy debt ★ (Energiskuld) System evolution debt (Systemevolutionsskuld)System evolution debt ★ (Systemevolutionsskuld) Test debt (testing debt) (Testskuld)Test debt (testing debt) (Testskuld) Automation test debt (Testautomatiseringsskuld)Automation test debt (Testautomatiseringsskuld) Transparency debt (Transparensskuld)Transparency debt (Transparensskuld) Explainability debt (Förklarbarhetsskuld)Explainability debt ★ (Förklarbarhetsskuld) Usability debt (Användbarhetsskuld)Usability debt (Användbarhetsskuld) Variability debt (Variabilitetsskuld)Variability debt (Variabilitetsskuld) Versioning debt (Versionshanteringsskuld)Versioning debt (Versionshanteringsskuld)
  • Social debt: debt in decisions, structures and relationships
  • Technical debt: debt in artefacts
  • Sub-category of the category above
  • Technical sub-category whose parent category is social
  • ★ Added to the register after the thesis

The diagram builds on figure 2 of the thesis, where the categories were sorted into two domains, and has been extended with the 34 categories added after the thesis and with the arrangement of 26 sub-categories. It is generated from the same data as the register and is updated whenever the register changes.