Intelligence

Merged

+Lines

-Lines

Reviewed

Cycle (h)

Engineers

Repos

Reverts

Velocity

AI Code

Team Output Trends*

DORA Metrics

Deploy Frequency-

Lead Time (Cycle)-

Review Coverage-

Change Failure Rate-

Velocity -

Leaders

Merged-

Reviews-

+Lines-

-Lines-

Fastest-

Largest PRs-

Most Repos-

Filter by team:

Repository Activity Over Time

Activity Distribution

Repo Trends (Weekly Merged)

Repositories

Repository	Merged	Commits	+Lines	-Lines	Cycle	Contributors

Team Leaderboard

#	Team	Eng	Merged	% Total	Velocity	Last 30	Prev 30	Days Active	Reviews	Repos	Reverts	Rev %	Cycle	Avg Cycle	Carry	+Lines	-Lines	Avg Size	Tenure	Total PRs	Total Rev	Total Repos	AI %	Crushing It	Solid	Mixed	Needs Attention	✅	⚠️

Rating Distribution

Crushing It 0

Solid 0

Mixed 0

Needs Attention 0

Active -

Inactive -

PR Types

Features 0

Bugfixes 0

Refactors 0

Chores/Docs 0

Top Type -

Unclassified -

Avg Size (lines) -

Quality Overview

PRs Analyzed -

Engineers Scored -

Top Rated % -

Needs Attention % -

Review Coverage -

CFR -

Avg Cycle Time -

Merged Trend

Engineer Leaderboard

#	Engineer	Status	Rating	Merged	% Total	Velocity	Last 30	Prev 30	Days Active	Last PR	Review	Repos	Reverts	Rev %	Cycle	Avg Cycle	Carry	+Lines	-Lines	Avg Size	Tenure	Total PRs	Total Rev	Total Repos	AI %	✅	⚠️

Metrics Glossary

Comprehensive definitions for all metrics and quality signals.

Performance Scoring

Status

Active = merged PR in last 30 days. Inactive = no recent merges. Bot = automated account.

Velocity %

Change in merged PRs: (last 30 days - prev 30 days) / prev 30 days × 100. Positive = ramping up, negative = slowing down.

Carry Ratio

Engineer's share of team output: (their merged / total merged) × team size. 1.0x = average, 2.0x = carrying double their share.

Green Flags ✅

Positive indicators: Carrying Team, Very Active, Active Reviewer, Zero Reverts, Fast and Clean, Ramping Up, Very Reliable, Mentor.

Yellow Flags ⚠️

Areas to watch: Low Output, Low Reviews, High Revert Rate, Slowing Down, Siloed, Long Cycle Time, Low Days Active, Inactive.

Engineer Ratings

Crushing It

Multiple green flags, no yellow flags. Top performers with strong output, quality, and reliability.

Solid

Some green flags, minimal yellow flags. Consistent, reliable contributors.

Mixed

Mix of green and yellow flags. Good in some areas, room for improvement in others.

Needs Attention

Multiple yellow flags. May need support, have blockers, or be ramping up.

Core Metrics

Merged

PR/MR successfully integrated into the main branch in selected period.

% Total

Engineer's share of total merged PRs as a percentage.

Last 30 / Prev 30

Merged PRs in last 30 days vs previous 30 days. Used to calculate velocity.

+Lines

Lines of code added across all merged PRs/MRs.

-Lines

Lines of code deleted across all merged PRs/MRs.

Review

Number of PR/MR reviews performed by an engineer.

Cycle Time

Hours from PR/MR opened to merged in selected period. Lower is better.

Avg Cycle

All-time average cycle time in hours across all PRs.

Avg Size

Average lines changed (added + deleted) per PR/MR.

Days Active

Number of unique days with merged PRs in selected period.

Engineer Table Columns

Last PR

Days since last merged PR. Yellow highlight if >14 days.

Repos

Number of distinct repositories contributed to in selected period.

Reverts

PRs/MRs that undo a previous change in selected period.

Rev %

All-time revert rate: total reverts / total PRs × 100. Red if >5%.

Tenure

Days on team since first PR.

Total PRs

All-time total merged PRs.

Total Rev

All-time total reverts.

Total Repos

All-time count of repositories touched.

DORA Metrics

Deploy Frequency

Average merged PRs/MRs per week. Higher indicates faster delivery.

Lead Time (Cycle)

Time from code commit to production. Measured via cycle time.

Review Coverage

Ratio of reviews to merged PRs/MRs. Higher indicates better code review practices.

Change Failure Rate (CFR)

Percentage of merged PRs/MRs that were reverted. Lower is better.

PR Types

Features

PRs that add new functionality or capabilities to the codebase.

Bugfixes

PRs that fix defects, errors, or unexpected behavior.

Refactors

PRs that restructure code without changing functionality.

Chores/Docs

PRs for documentation, dependencies, configs, or maintenance tasks.

AI Code Metrics

AI Code %

Estimated percentage of code showing AI-assisted development patterns. Note: This is an estimate based on behavioral patterns, not direct detection of AI-generated code.

Churn

Average code changes per PR. Higher churn suggests AI-generated code blocks.

Speed

Based on cycle time. Faster merges suggest AI-assisted workflows.

Volume

Normalized PR count. Higher volume with speed indicates AI tooling.

Engineer AI Analysis

Current Focus

AI-generated summary of the engineer's recent work based on PR titles and descriptions.

Strengths

Key strengths identified from contribution patterns and metrics.

Growth Areas

Constructive areas for improvement based on performance.

Velocity Insight

Analysis of productivity trends - ramping up, consistent, or slowing.

AI Tools Insight

Commentary on AI tools usage patterns.

Weekend Warrior

Badge for engineers who contribute on weekends.

* Trend charts use 7-day rolling averages to smooth weekend dips. Aggregate totals in the KPI bar are unaffected.