AI adoption is saving builders a major period of time, however a number of friction factors nonetheless exist all through the software program improvement life cycle that builders are nonetheless dropping time to.
In accordance with Atlassian’s 2025 State of Developer Expertise report, 99% of builders are saving time through the use of AI, and 68% save a minimum of 10 hours every week. For the survey, Atlassian gathered responses from 3,500 builders from the US, Australia, France, Germany, the UK, and India in March of this 12 months.
This 12 months’s outcomes are an enormous change from final 12 months, when a majority of survey respondents had but to see any productiveness beneficial properties.
Of the builders saving time with AI, the highest 4 methods they’re reallocating their time embrace bettering code high quality, growing new options, bettering engineering tradition, and growing documentation.
Jellyfish additionally lately launched its 2025 State of Engineering Administration report, the place it discovered that 90% of improvement groups are utilizing AI coding instruments, and 62% consider they’re seeing a minimum of a 25% improve in developer velocity due to these instruments.
Jellyfish’s co-founder and CEO Andrew Lau stated that the productiveness beneficial properties detailed within the report haven’t been consistent with the 10x productiveness will increase that had been predicted.
“AI adoption in software program engineering is not non-compulsory, however unlocking its full worth calls for greater than entry,” he stated. “It requires intentional measurement, structured enablement, and cultural funding. This isn’t a tooling improve – it’s an organizational transformation.”
Atlassian additionally famous that builders solely spend 16% of their time coding, and far of the present funding in AI is in AI coding assistants. “Coding isn’t a friction level for builders, which is why coding assistants can improve the expertise with out bettering it,” the corporate wrote in a weblog publish.
This 12 months’s survey discovered {that a} important period of time is being misplaced to non-coding duties. Fifty % of respondents reported dropping over 10 hours per week, 40% lose six to 10 hours, and 10% lose lower than 5 hours.
“So we’re proper again the place we began, with builders saving 10 hours every week utilizing AI and dropping 10 hours every week to inefficiencies. Bettering the developer expertise requires a scientific strategy to understanding and resolving developer friction factors,” Atlassian wrote.
In accordance with the survey outcomes, the highest time wasters are discovering data, adopting new know-how, and context switching between instruments.
Making issues worse, 63% of respondents consider that leaders don’t perceive their ache factors, a rise from final 12 months when solely 44% felt the identical. Atlassian believes this can be brought on by leaders accepting the time financial savings achieved by means of AI with out addressing underlying points.
Atlassian recommends that leaders use information to uncover obstacles, and hearken to engineering groups intently about their considerations surrounding roadblocks, unclear necessities, or heavy workloads.
“Builders are closest to the work and infrequently see issues first. However these insights solely assist in the event that they’re clearly communicated – with particular examples, measurable impression, and enterprise context. Leaders want to ask and act on this enter by means of retrospectives, surveys, and skip-level conferences that foster open dialogue,” the corporate wrote within the report.