Execute outcomes from CogniScribe meeting: Recording 5/10/2026, 12:50:56 PM
Meeting context:
## Executive summary
The meeting discussed two main agenda items: a proposal to restructure department key reviews and a critique of current R&D MR8 KPIs. The group agreed to adopt a two-month rotation for department key reviews (Development/Quality in Month 1, Security/UX in Month 2) to increase visibility and focus without adding net new meetings. Regarding R&D KPIs, the team identified issues with the 'R&D wider MR8' metric, noting it is a rate that can be gamed and lacks intuitive clarity. They agreed to replace the complex taxonomy with simpler naming conventions and proposed tracking the 'percentage of total MRs from the community' as a more robust KPI, despite concerns about potential gaming of this new metric.
## Tasks / todos
- [todo] Implement two-month rotation for department key reviews
- [todo] Simplify R&D MR8 KPI naming conventions
- [todo] Evaluate and potentially replace 'R&D wider MR8' with 'Percentage of Community MRs'
- [todo] Clarify taxonomy for cross-team contributions
## Decisions
- The meeting will be split into four department key reviews (Engineering Development, Quality, Security, and UX, Infrastructure, and Support) using a two-month rotation schedule.
- The team will adopt a new KPI tracking the percentage of total MRs that come from the community over time, replacing the current R&D wider MR8 metric.
## Risks
- (Medium) The proposed two-month rotation for department key reviews may not adequately address the needs of larger departments like Development, potentially requiring more frequent reviews than the proposed schedule allows.
- (High) The current R&D wider MR8 metric (community MRs per GitLab team member) may incentivize gaming the system by encouraging external contributors to submit multiple MRs rather than focusing on quality or genuine engagement, potentially distorting the true measure of community health.
- (Medium) The complex taxonomy used to distinguish between internal cross-team contributions and true community contributions is confusing and difficult to discuss, leading to potential misinterpretation of data and inefficiencies in communication.
- (High) Switching to a simpler KPI, such as the percentage of total MRs from the community, risks being gamed by internal teams reducing their own MR output to artificially inflate the community percentage, thereby failing to reflect actual community growth or engagement.
- (Low) There is a risk that the new meeting structure will add cognitive load and scheduling complexity for stakeholders, even with the rotation, potentially leading to decreased attendance or engagement in the key reviews.
- (Medium) The ambiguity in how cross-team contributions (e.g., Infrastructure contributing to Development) are classified may lead to inconsistent reporting and a lack of clear accountability for community-related metrics across different departments.
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