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Annie Vella · published 29 December 2025

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https://arxiv.org/abs/2605.23135
arxiv.org
https://arxiv.org/pdf/2605.23135
arxiv.org
https://orcid.org/0000-0003-4092-9706
orcid.org
https://arxiv.org
arxiv.org
https://leaddev.com/career-development/the-reality-of-being-a-distinguished-engineer
leaddev.com
https://leaddev.com
leaddev.com
Three Debts, Three Threats to Meaning Read at the source ↗
margaretstorey.com
The Middle Loop Read at the source ↗
annievella.com
https://margaretstorey.com
margaretstorey.com
Supervisory engineering: Orchestrating software’s ‘middle loop’ Read at the source ↗
thoughtworks.com
https://www.thoughtworks.com
thoughtworks.com
https://businessdesk.co.nz/article/technology/ai-capability-leap-80-of-software-developers-now-using-it
businessdesk.co.nz
https://businessdesk.co.nz
businessdesk.co.nz
Calibrating on Capability, Not Activity Read at the source ↗
curlewis.co.nz
https://curlewis.co.nz
curlewis.co.nz
https://leaddev.com/ai/managing-the-ai-driven-developer-identity-crisis
leaddev.com
The Software Engineering Identity Crisis Read at the source ↗
annievella.com
https://www.honeycomb.io/blog/production-is-where-the-rigor-goes
honeycomb.io
Finding Comfort in the Uncertainty Read at the source ↗
annievella.com
https://www.honeycomb.io
honeycomb.io
https://martinfowler.com/fragments/2026-03-16.html
martinfowler.com
https://martinfowler.com
martinfowler.com
https://www.businessinsider.com/ai-creating-identity-crisis-for-software-engineers-coders-2026-3
businessinsider.com
https://www.businessinsider.com
businessinsider.com
https://martinfowler.com/fragments/2026-02-18.html
martinfowler.com
https://www.honeycomb.io/observability-engineering-oreilly-book
honeycomb.io
https://lawsofsoftwareengineering.com/book/
lawsofsoftwareengineering.com
https://dl.acm.org/doi/10.1145/3715003
dl.acm.org
https://annievella.com/files/acm-transactions-on-software-engineering-and-methodology-2025-the-future-of-ai-driven-software-engineering.pdf
annievella.com
https://orcid.org/0000-0001-5885-9297
orcid.org
https://orcid.org/0000-0001-9654-5678
orcid.org
https://dl.acm.org/toc/tosem/2025/34/5
dl.acm.org
https://techwomen.nz/2025/11/10/ai-and-the-new-boundaries-of-technical-work/
techwomen.nz
https://techwomen.nz
techwomen.nz
https://arxiv.org/abs/2511.16092v1
arxiv.org
https://annievella.com/files/nii-shonan-meeting-222-2025-the-future-of-development-environments-with-ai-foundation-models.pdf
annievella.com
The new identity of a developer: What changes and what doesn’t in the AI era Read at the source ↗
github.blog
https://github.blog
github.blog
https://ieeexplore.ieee.org/abstract/document/1260249
ieeexplore.ieee.org
https://annievella.com/files/ieee-symposium-on-hcc-languages-and-environments-2003-ubiquitous-web-based-programming.pdf
annievella.com
https://ieeexplore.ieee.org/servlet/opac?punumber=8908
ieeexplore.ieee.org