'Faster code is not the same as better software delivered sooner': New report claims AI isn't solving productivity across the entire software development lifecycle - yet
AI is undoubtedly speeding up code generation, but developers are still struggling across other areas of the lifecycle.
A new Atlassian report reveals that AI is not necessarily making developers more productive across the entire software development process. While a majority of developers (87%) now believe AI helps them write and ship code faster, three-quarters (72%) report the same or even greater friction in other areas. Finding information and participating in meetings are major bottlenecks that AI is struggling to alleviate.
In fact, only 25% of developers saved 10 or more hours per week using AI, down from 68% in 2025. The data suggests AI is merely shifting bottlenecks downstream rather than addressing time constraints overall. Atlassian's CTO, Andrew Boyagi, notes that faster code generation alone does not equate to better software delivery. If teams continue to struggle with information discovery and meeting frequency, speedier coding will not translate to business outcomes.
However, developers feel companies are implementing AI too rapidly without proper strategy. Those with an effective AI strategy have twice the positive impact. Only 17% of developers report their employer has a clear AI plan. As AI moves beyond the experimental stage, the report urges top-down consideration and clearer strategies to unlock true benefits.
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