What can an AI teammate do with WakaTime?

A WakaTime AI teammate can pull your coding time summaries, break down hours by project or language, surface daily and weekly trends, and deliver formatted reports to Slack, email, or any other connected tool. It can run on a schedule - posting a Monday morning digest or an end-of-sprint analysis - or answer one-off questions like 'how much time did I spend on the API project last week?' Write actions like creating goals require your approval.

Can my teammate report on the whole team, not just me?

Yes, if you have a WakaTime Teams plan. The get team stats action returns aggregated metrics across all members, which the teammate can format into per-engineer breakdowns or team-level summaries.

How often can the teammate pull WakaTime data?

As often as your task schedule requires. WakaTime data updates roughly every few minutes, so daily or weekly scheduled reports work well. Real-time alerting on minute-level changes is not recommended due to API rate limits.

Is my coding activity data stored by the teammate?

WakaTime data is fetched at run time and used only to produce the requested output. Only the task result - the report or summary - is saved to your run history. Raw activity logs are not persisted.

Developer tools

AI Teammate for WakaTime

An AI teammate that reports, analyzes, and surfaces insights from your coding time.

Your AI teammate for WakaTime reads your coding time logs, project breakdowns, and language stats to deliver clear productivity insights on demand or on a schedule. An ideal AI assistant for developer productivity reporting, coding time analysis, and engineering team insights - helping you understand where time goes, which projects dominate your week, and how your habits shift over time. Write actions always require your approval.

Raw coding time data is only useful when someone actually reads it. A WakaTime AI teammate turns your daily logs into actionable summaries, weekly trends, and team-level reports - so engineering managers and individual contributors alike can make informed decisions about focus and capacity without digging through dashboards.

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What your AI teammate can do with WakaTime

Read-only actions run automatically. Write actions require your approval.

Read-only actions

get summary stats

Fetch total coding time and activity summaries for a date range

list projects

List all projects tracked in your WakaTime account

get project stats

Retrieve detailed time breakdowns for a specific project

get language breakdown

See time spent per programming language across all projects

get daily coding durations

Pull per-day coding duration data for trend analysis

get team stats

Access aggregated coding time and activity metrics across your team

Write actions (require approval)

create goal

Set a daily or weekly coding time goal in WakaTime

Example workflows with WakaTime

Real tasks you can run on a schedule or on demand.

task

send a weekly slack digest summarizing each engineer's coding hours and top projects

task

generate a monthly report of language trends to inform hiring and tooling decisions

task

alert a team lead when daily coding time drops below a threshold for two consecutive days

task

compare project time allocation against sprint goals and flag mismatches in standup notes

How to connect WakaTime

Create a free m8tes account.

Connect WakaTime

Click Connect and complete the OAuth flow or enter your API key.

Create a task

Give your AI teammate a task that uses WakaTime. It handles the rest.

WakaTime AI teammate: FAQ

Common questions about using an AI teammate with WakaTime.

Build an AI teammate for WakaTime

Connect WakaTime to an autonomous AI teammate that reads data, runs tasks on schedule, and delivers structured output.

AI teammates — all integrations
Build a teammate that uses WakaTime alongside your other tools.

Related integrations

Teams that use WakaTime also connect these.

GitHub

Developer tools

Slack

Communication

Jira

Project management

Linear

Project management

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