BairesDev

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As this model takes hold, coding doesn’t disappear. It becomes a specialized layer, while most teams operate above it in intent and orchestration.

Most developers won’t stop writing code. They’ll stop treating it as the primary medium. In this Fellow’s article, Ayman Shoukry, CTO at @specrightinc, introduces intent-first programming: teams define outcomes and constraints first, and systems generate the implementation.

Explore the full Dev Barometer Q1 2026: bairesdev.com/blog/dev-barom…

Access to tools, training, and supportive engineering environments continues to shape how women translate AI-driven capability into career growth.

International Women’s Day allows us to reflect on the progress women have made across industries and the work that still lies ahead.

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The idea is simple: modernize data and deploy AI in parallel, not in sequence.

AI is only as powerful as the data that fuels it. In 2025, S&P reported that 42% of companies abandoned most AI initiatives before reaching production. The issue wasn’t model sophistication. It was data maturity.

Explore the full Dev Barometer Q1 2026: bairesdev.com/blog/dev-barom…

What’s changing is not just productivity. AI is accelerating exposure to architectural thinking, deeper technical reasoning, and higher-level decision-making — earlier in the career curve.

AI is expanding career agency for women in software engineering. In the latest edition of Dev Barometer, 64% of women developers say AI improves their ability to shape their career path. 84% report stronger career momentum tied to AI skill growth.