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Source changed 2026-10-03 16:02:47 UTC · snapshot created 2026-10-03 16:03:51 UTC · last check 2026-10-03 16:45:04 UTC

SYSE.21:11 - SoTA and Source Use

Follow how Method variants are carried through a professional community and how the needed capabilities change. Simultaneous enactment can differ from the sequence used to teach the Methods. Relate cultural continuation to the co-development of target and builder Systems, and assess transfer for the receiving Method arrangement and population.

This table is the complete source-use register for this pattern body.

SourceRetained contributionUse boundary
Current FPF C.36, C.36.P, C.20, A.3.1, A.3.2, A.15.1, C.11, A.10, E.10, E.10.ROLE, F.18, and F.19Cultural relations, wording recovery, Discipline construction, Method and Work identity, choice, evidence, and precise plain language.This DPF adds the engineering profile, engineering consequences, repertoire feedback, and human capability-demand interface.
The power-converter case in SYSE.20 and the PumpWorks case hereUnlike engineering probes for overlap/order and deliberate cultural continuation.Treat them as constructed cases; use project observations or qualified estimates for actual prevalence and effect.
DORA, State of AI-assisted Software Development 2025Evidence that AI use interacts with the underlying organizational System and can amplify strengths and weaknesses.Apply the evidence to its stated software population and measures; test physical-engineering transfer separately.
Kemell et al. 2025, Still just personal assistants?Exploratory observations of GenAI use and adoption difficulties across seven European software companies.Use as a bounded adoption comparison; the small software sample supplies no field-wide prevalence claim.
Luke et al. 2026, How are professional practices adopting generative AI?A three-week embedded case in one automotive engineering-design organization, including workflow fit, toolchain, governance, skill, and sustained-use concerns.Use as one profile-specific case; test wider enactment and benefit with later Work.

Reopen the affected source-use claim when a later edition or representative Work changes the practical move. Use a new publication or tool release as evidence for the particular cultural relation it establishes; examine later Work for enactment and retention.