How Atlassian Cut 6-Month Dev Cycles to 6 Weeks
Atlassian CPO Tamar Yehoshua explains how Confluence used PM code check-ins and Figma MCP to compress delivery cycles by over 60 percent.
Roles aren't converging—they're expanding | Tamar Yehoshua (Atlassian CPO)
With Tamar Yehoshua · Sunday, October 4, 2026
Atlassian Chief Product Officer Tamar Yehoshua explores how generative AI is expanding the role of product managers rather than replacing them. Using internal case studies from Confluence, Rovoclaw, and Jira, she illustrates when PMs should 'row' by contributing code and when they must 'steer' through prioritization and unblocking engineering teams. She also outlines Atlassian's framework for upskilling product managers through an AI Fluency Index and dedicated quarterly AI Builder Weeks.
Key takeaways
- Atlassian compressed standard six-month enterprise feature timelines down to six weeks for Remix with Rovo and eight weeks for Confluence Slides. Read more →
- Allowing non-engineers to push code directly into a 20-year-old codebase creates stability risks and compliance failures. Read more →
- Startups try to hire AI-native PMs, but Atlassian trains their existing staff to become AI-native builders across products like Jira and Confluence. Read more →
- Product management is expanding rather than disappearing, with PMs taking on technical tasks without losing core commercial responsibilities. Read more →
- Atlassian built an internal incubation called Rovoclaw after a PM named Josh and a designer named Kevin vibe coded a working alpha from scratch. Read more →
5 articles from this episode
How Atlassian Shipped 22 Jira Features in 10 Weeks with AI Agents
Atlassian CPO Tamar Yehoshua explains how Jira used AI coding agents and Loom walkthroughs to 3x feature velocity without breaking legacy code.
How Atlassian Trains 1,000+ PMs with the AI Fluency Index
Atlassian CPO Tamar Yehoshua shares how the AI Fluency Index and quarterly Builder Weeks upskilled over 1,000 product managers and created 120+ workflows.
Rowing vs. Steering: Atlassian CPO on AI and PM Roles
Atlassian CPO Tamar Yehoshua explains why AI expands product management instead of replacing it, and when PMs should code versus steer.
Why PMs Must Stop Coding Once Engineers Arrive
Atlassian CPO Tamar Yehoshua explains why PMs should vibe code the initial alpha but step back once full-time engineers join.
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