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Engineering Insights — Individual Developer

The Individual Developer sub-tab is the default view and gives a ranked, organization-wide view of every developer’s productivity.

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Filters

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Developer Leaderboard

A sortable table ranking all developers by Overall Score (descending by default). Columns: The table supports column-level sorting, a developer search box, and a View Full List option to expand beyond the default rows shown.

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AI Adoption vs Overall Score (chart)

A scatter/bubble chart plotting each developer’s AI Adoption Score (x-axis) against their Overall Score (y-axis), for the currently filtered scope. Each bubble represents one developer. This view is intended to visually surface whether higher AI tool adoption correlates with higher overall productivity across the organization.

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Developer Scorecard (chart)

A simple three-bar comparison chart showing:
  • Top Performer — the highest Overall Score in the current filter scope
  • Average — the mean Overall Score across all developers in scope
  • Low — the lowest Overall Score in the current filter scope
This gives an at-a-glance spread of performance across the organization (or the filtered department/team) without needing to scan the full leaderboard.

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Developer Productivity Detail

Clicking any developer’s name from the leaderboard opens their Developer Productivity Detail page — a dedicated, single-developer view of the same underlying metrics, broken down further.

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Header summary

  • Developer name and team
  • Strongest area (e.g. Commit Performance) and Focus area (e.g. AI-Assisted Development) — auto-identified highlights
  • Overall Score, with a trend delta (e.g. +10.8) versus the prior period
  • Team Rank (e.g. 1/2) and Department Rank (e.g. 1/5) for Overall Score
  • Time range toggle (7d / 15d / 90d), scoped to this page only

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Commit Performance

Charts:
  • Commit Performance Trend — daily commit count over the selected range
  • PR Performance Trend — daily PRs created vs. PRs merged
  • Avg Merge Time Trend — average time (in minutes) between PR creation and merge, tracked daily

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Code Contribution

Volume is a contextual signal, not a quality measure.
Chart:
  • Code Contribution Trend — daily lines added vs. lines removed

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AI-Assisted Development

Chart:
  • AI-Assisted Development Trend — daily acceptance rate over the selected range

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Collaboration

Chart:
  • Collaboration Trend — daily review activity count

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Peer Comparison

A table comparing the developer’s own metrics against their team average, for the same time range: This lets the developer (or their manager) see at a glance which specific metrics are above or below the team average, rather than relying on the single blended Overall Score alone.

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Engineering Insights — Team

The Team sub-tab rolls the same underlying metrics up to team level, letting you compare teams against each other instead of individuals.

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Filters

There is no individual-developer filter here, since the view is already scoped one level above it.

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Team Leaderboard

A sortable table ranking all teams by Overall Score (descending by default). Columns: Same search box and View Full List affordance as the Individual Developer leaderboard.

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AI Adoption vs Overall Score (chart)

Same scatter/bubble format as the Individual Developer view, except each bubble now represents one team rather than one developer — plotting team-average AI Adoption Score (x-axis) against team Overall Score (y-axis).

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Team Scorecard (chart)

A three-bar comparison chart showing:
  • Top Team — the highest Overall Score among teams in the current filter scope
  • Average — the mean Overall Score across teams in scope
  • Low — the lowest Overall Score among teams in scope

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Engineering Insights — Department

The Department sub-tab rolls metrics up one level further, to department level — the highest level of aggregation in Engineering Insights.

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Filters

This is the top of the hierarchy, so there’s no Team or Developer filter at this level.

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Department Leaderboard

A sortable table ranking all departments by Overall Score (descending by default). Columns:

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AI Adoption vs Overall Score (chart)

Same scatter/bubble format again, with each bubble now representing one department — department-average AI Adoption Score (x-axis) against department Overall Score (y-axis).

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Department Scorecard (chart)

A three-bar comparison chart showing:
  • Top Department — the highest Overall Score among departments in scope
  • Average — the mean Overall Score across departments in scope
  • Low — the lowest Overall Score among departments in scope

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Hierarchy summary

The three sub-tabs represent the same underlying metrics (Commits, PRs Merged, AI Adoption Score, Overall Score) aggregated at three levels: ``` Department → Team → Individual Developer ``` Only the Individual Developer leaderboard supports drilling into a single row for a full Developer Productivity Detail breakdown; Team and Department rows are aggregation points for comparison and do not currently have an equivalent drill-down page.