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Atlassian describes scaling Jira Search for its largest customers, some of whom track millions of releases, to support nearly 6 million software release versions. The original design loaded versions into memory and filtered them there, which made even preparing a search query a bottleneck at that scale. The post walks through the engineering changes Atlassian made to fix it.
Scrum.org describes a company that formed new Scrum Teams to modernize its core platform instead of using its high-performing existing team. Leadership then decided the rebuild needed no Product Owner, and the teams worked for six months without one. After years of investment and millions in consultant fees, the modernization had delivered nothing and the company was downsizing.
The Project Management Institute, the body behind the PMP certification and PMBOK Guide, has appointed its first chief technology officer, according to Radio World. The source excerpt does not give the appointee's name or details of the role's mandate. The move signals the organization is treating technology as a dedicated leadership priority.
LeadDev reports that engineering teams roughly doubled their individual speed, yet overall lead time improved by only about 4%. The article argues that high tool adoption figures can hide how little end-to-end delivery has changed. The source text is a short teaser, so the underlying data and methodology are not visible here.
Agile consultant Johanna Rothman contends that teams focused on flow, meaning cycle time and throughput, get better results through collaboration than through individual performance measurement. She argues that measuring individuals only makes sense if an organization optimizes for resource efficiency rather than flow efficiency. The post refers readers to her earlier writing on flow metrics for teams and managers.
Smartsheet announced an integration with Claude Sheets that lets users start projects inside Claude and launch cross-team workflows in Smartsheet. The announcement was reported by 01net and is framed around moving work from an AI assistant into the project management platform. Details beyond the headline were not available in the source.
