Engineering Metrics
Software Tools
Team Roles
Engineering Metrics cont.
100

Metric that measures how quickly a team completes work.

What is velocity?

100

Communication platforms engineers use for real-time collaboration across teams and incidents.

What is Slack/Teams?

100

Their Primary Objective: Ship high‑quality software predictably and efficiently while growing a strong engineering organization

Who is a VP of Engineering?

100

Agile teams often work in these short, iterative cycles.

What is a sprint?

200

This shows the number of bugs or errors in the system over time. 

What is bug/defect rate?

200

Internal documentation hub where teams store technical knowledge, runbooks, and project notes.

What is Confluence?

200

Person responsible for writing code and fixing bugs.

Who is a software engineer / developer?

200

Measures how long it takes from when work is requested until it’s delivered to production, end to end.

What is lead time?

300

Engineers track this to ensure the system is always available to users.

What is system uptime / reliability?

300

AI-powered coding assistant engineers use to write and edit code faster. 

What is Cursor/Windsurf/Claude Code?

300

Responsible for long-term technology strategy, architecture, and making sure the tech foundation can scale with the business.

Who is the CTO?

300

This metric tracks how many work items (tickets, stories) a team finishes in a given time period, such as a sprint.

What is throughput?

400

Average time it takes to fix an issue after it’s reported.

What is mean time to resolution (MTTR)?

400

Engineers use this tool to track tickets, bugs, and sprint work.

What is Jira?

400

This leader manages multiple engineering teams, sets priorities across them, and is accountable for delivery against a larger area of the roadmap.

Who is a director of engineering?

400

Measures how long it takes from when engineers start working on a ticket until it’s completed, ignoring time it sat in the backlog.

What is cycle time?

500

How much of the team’s available time is spent on productive engineering work.

What is team capacity / resource utilization?

500

Platform used for version control where engineers store and collaborate on code.

What is Github?

500

This person leads a small team of engineers, runs standups, manages sprint commitments, and is responsible for shipping on time with good quality.

Who is an engineering manager?

500

This metric tells leaders how often releases cause problems, by tracking the percentage of deployments that result in incidents, rollbacks, or hotfixes.

What is change failure rate?

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