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πŸ’¬Lucy

Lucy is the Hivel assistant that allows you to retrieve engineering metrics and trends through simple prompts.

Instead of navigating through multiple dashboards or Cockpit views, Lucy helps you quickly surface data such as team trends, contributor rankings, potential hotspots across repositories, sprint status, and issue tracking metrics.

Lucy is currently in Beta and actively expanding its capabilities. The goal at this stage is to help teams quickly explore trends and summaries without replacing the existing dashboards.

For deeper analysis or detailed drilldowns, the Cockpit dashboards remain the most reliable and comprehensive way to explore data.

Lucy's scope is restricted to GIT-related metrics for the Beta phase.


What Lucy Helps With

Lucy currently focuses on two core areas where quick visibility is helpful: Git-related metrics and Project Management tool data.

Lucy can generate trend views for multiple Git metrics, identify bottlenecks across repositories, and highlight top contributors.

Lucy can generate trend views for multiple metrics across a time period for the org, teams, or authors.

This allows users to quickly understand how several engineering metrics move together without switching between different screens.

Example questions:

  • Show the trend of cycle time, review time, and merge time for Team X over the last 3 months

  • Compare coding time and PR size trends for Team Y team in the last quarter

  • Show review time trend for Person A in the last 60 days

Why this is useful: On the Cockpit dashboards you can drill into individual metrics. Lucy helps combine multiple metrics together in one quick view so that trends can be spotted faster.


Identify Bottlenecks or Hotspots

Lucy can highlight potential bottlenecks across repositories for certain metrics.

Example questions:

  • Which repositories have the highest unreviewed PRs

  • Show repos with the highest hotfix rate in the last 90 days

  • Identify teams with the most unreviewed PRs

These queries help quickly surface areas that may need attention before exploring them in detail in Cockpit.


Identify Top Contributors

Lucy can identify authors or teams that contribute the most toward specific metrics.

Example questions:

  • Who are the top contributors in the @Payments repository this month

  • Show authors with the highest number of merged PRs in the last 30 days

  • Which teams contributed the most commits last quarter

This can help teams quickly identify activity levels across contributors or teams.


Project Management Tool Data

Lucy now supports queries against your connected PM tools, helping you quickly retrieve sprint status, issue metrics, and task tracking information without manual filtering or complex queries.

Supported PM Tools

  • JIRA Cloud

  • JIRA Server

  • Azure Boards

Retrieve Sprint and Issue Information

Lucy can surface sprint status, open issues, overdue tasks, and issue assignments across your PM tools.

Example questions:

  • Show all open issues in Sprint 5

  • Which team has the most overdue tasks in JIRA

  • List issues assigned to Person A in the current sprint

  • How many stories are in progress vs. done this quarter

Why this is useful: Quick visibility into sprint health and issue status helps teams stay aligned without switching to your PM tool or running manual JQL queries.

Track Issue Metrics and Status

Lucy can help identify which issues are blocking progress, track status distributions, and surface unresolved or high-priority work.

Example questions:

  • Show all blocked issues in Team X's team's board

  • Which issues have been open the longest in the current sprint

  • List all high-priority tasks not yet started

This helps surface potential risks or bottlenecks early in your development cycle.


Current State of Lucy

Lucy is currently in Beta, which means we are actively improving both the intelligence and the range of questions it can answer.

At this stage:

  • The scope of supported questions is expanding regularly

  • Responses may be basic compared to full dashboards

  • Trend representations may not always capture the full context of the data

  • Some prompts may not return results if they fall outside the supported query patterns

  • PM tool integrations are newly live and actively being enhanced for additional PM tools and edge cases

Lucy is designed to assist quick exploration, not replace Cockpit dashboards or detailed analysis workflows.


When to Use Lucy vs Cockpit

Use Lucy when you want to:

  • Quickly check trends across multiple metrics

  • Identify hotspots across repositories or teams

  • Find top contributors or activity patterns

  • Retrieve sprint status or issue counts without navigating PM tools

  • Get a quick pulse on team workload or task distribution

Use Cockpit dashboards when you need:

  • Deep drilldowns

  • Detailed PR level analysis

  • Custom filters or precise metric investigation

  • Comprehensive sprint planning or issue analysis


Example Prompts to Try

Here are a few prompts that typically work well:

Git Metrics:

  • Show cycle time trend for the Y team in the last 3 months

  • Compare review time and coding time for Team X this quarter

  • Which repositories have the highest unreviewed PRs

  • Show the top contributors by merged PRs in the last 30 days

  • Identify repos with the highest hotfix rate this quarter

PM Tools:

  • Show all open issues in the current sprint

  • Which team has the most overdue tasks in JIRA

  • List all stories in progress for Team X

  • How many issues are blocked in Azure Boards right now


How to enable Lucy

Lucy can be enabled from Configurations -> AI -> Lucy

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