The safety net for AI‑assisted engineering.

See where pull requests wait, reviews slow down and CI fails. Keep your team's GitHub activity in view as AI-assisted work grows.

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ProgressCue - Metrics - Overview

Metrics - Overview

All TeamsAll Repositories Last 60 days

Current State

Pending-Review PRs

7

Stale PRs (> 7 days)

3

Large PRs

2

Contributors

18

Team Velocity

PRs Merged

64

Time to First Review, Avg

4h 12m

Time to Merge, Avg

1d 6h

Deployment Frequency

2.4/ day

Code Health

Review Rate

92.0%

Hotfix Rate

3.1%

CI/CD Health

Total Minutes

4,820

Minutes Wasted

312

Retries Count

27

Success Rate

91.4%

Total Minutes

4,820

Minutes Wasted

312

Retries Count

27

Success Rate

91.4%

Workflow Failure Trends

build.ymldeploy.ymltest.ymllint.yml

Oct 06 build.yml: 9 failures test.yml: 2 failures deploy.yml: 1 failure lint.yml: 0 failures

Retried Workflow	Branch	Actor	Attempt	Minutes Wasted
build.yml	main	@alice	3	14m
test.yml	feat/billing-split	@carol	2	9m
build.yml	fix/auth-flake	@bob	2	7m

Inside ProgressCue

One view of every pull request, review and build.

Filter by team, repository and period. Every number links back to the PRs behind it.

Current State

See what needs attention.

Pending reviews, stale and large PRs, side by side. Open a card to see the PRs behind it, with plain-English action items underneath.

Explore the overview

ProgressCue - Home

Home

Platform TeamAll Repositories

Current State

In-Progress PRs

9

Pending-Review PRs

4

Stale PRs (> 7 days)

3

Large PRs (> 400 lines)

2

PR Title	Repository	Author	Status	Days Open	Lines	Files
Add retry budget to webhook worker	api	AK	Pending Review	2	+184 −22	6
Split billing service into modules	billing	CW	Pending Review	4	+1,240 −860	18
Fix flaky auth test on CI	web	BO	Pending Review	9	+36 −12	2
Migrate settings page to HTMX	web	DM	Pending Review	1	+412 −390	11

Action Items

←→View Detailed Metrics →

!

PR #123 “Fix auth” from @alice has been waiting 14 days with no reviews or comments.

api · stale

↕

PR #456 “Refactor API” has 2,300 lines changed across 15 files. Consider splitting it into smaller PRs.

web · large PR

Cycle Time

Find where work slows down.

Measure first commit to PR creation and PR creation to merge. See averages, P75 and P95 by day, week, month or quarter.

Explore cycle time

ProgressCue - Metrics - Cycle Time

Metrics - Cycle Time

All TeamsAll Repositories Last 60 days

OverviewCycle TimeCode ReviewCI/CDAI Impact

Time to Open

Time from first commit to pull request creation

95th Percentile75th PercentileAverage

Time to Merge

Time from pull request creation to merge

95th Percentile75th PercentileAverage

Oct 069 pull requests Average: 21h 36m 75th Percentile: 1d 10h 95th Percentile: 2d 10h

Code Review

See the time between reviews and merge.

Track first review, first approval, first-to-last approval and last approval to merge. See each phase stacked over time.

Explore review phases

ProgressCue - Metrics - Code Review

Metrics - Code Review

All TeamsAll Repositories Last 60 days

OverviewCycle TimeCode ReviewCI/CDAI Impact

First review: average time between creation and the first review, approval or inline comment.

First approval: average time between creation and the first approval.

First to last approval: average time between the first and last approvals.

Last approval to merge: average time between the last approval and merge.

Phases of Reviews

Pull request review and approval timeline

First reviewFirst approvalFirst to last approvalLast approval to merge

Sep 276 pull requests First review: 18h First approval: 10h First to last approval: 5h Last approval to merge: 4h Total duration: 1d 13h

CI/CD

See where build minutes go.

Track failure trends per workflow and inspect retries by workflow, branch, actor and attempt. See minutes lost to retries and flakiness.

Explore CI/CD health

ProgressCue - Metrics - CI/CD

Metrics - CI/CD

All TeamsAll Repositories Last 60 days

OverviewCycle TimeCode ReviewCI/CDAI Impact

Total Minutes

4,820

Minutes Wasted

312

Retries Count

27

Success Rate

91.4%

Workflow Failure Trends

build.ymldeploy.ymltest.ymllint.yml

Oct 06 build.yml: 9 failures test.yml: 2 failures deploy.yml: 1 failure lint.yml: 0 failures

Retried Workflow	Branch	Actor	Attempt	Minutes Wasted
build.yml	main	@alice	3	14m
test.yml	feat/billing-split	@carol	2	9m
build.yml	fix/auth-flake	@bob	2	7m

AI Impact

Compare AI-assisted and human-only work.

See AI-assisted PR share, the top AI tool and average merge time for both groups. Detection uses the Co-Authored-By trailers Claude Code, Copilot, Cursor, Aider and Codex already write.

Explore AI impact

ProgressCue - Metrics - AI Impact

Metrics - AI Impact

All TeamsAll Repositories Last 60 days

OverviewCycle TimeCode ReviewCI/CDAI Impact

AI-Assisted PRs

38%61 of 160

Avg Merge Time

1d 4hAI · 1d 9h human

Top AI Tool

Claude Code

AI-Assisted vs Human-Only PRs Over Time

AI-assistedHuman-only

AI Tool Breakdown

PRs with an AI co-author

Claude Code31

Cursor15

Copilot10

Codex5

Co-Authored-By: Claude <[email protected]>

ProgressCueAPPSun 23:00

#platform-eng · Weekly report

Team Activity

24 PRs merged · 6 still open
Average time to merge 1d 6h

Collaboration

Most active reviewer @carol
Median review response 3h 12m

Highlights

Most commented: #481 “Billing webhooks”
3 PRs failed CI before merging

Weekly Reports

Bring the week into focus.

Schedule weekly reports per team to a Slack channel. See team activity, collaboration, PR highlights and CI/builds in one message.

Explore Slack reports

Integrations · Claude UsageSample data

Total tokens

48.2M

Total cost

$612

Top model

Sonnet

Model	Input	Output	Cost
claude-sonnet	29.4M	4.1M	$318.20
claude-opus	8.7M	1.2M	$251.60
claude-haiku	4.3M	0.5M	$42.30

Claude Usage

See your Claude usage and cost.

Connect the Anthropic Admin API to track tokens, cost and usage by model, next to the PRs that work produced.

Read the setup guide

How it works

From GitHub to answers in three steps.

01

Connect GitHub

Connect your organization through OAuth or the GitHub App.

02

Set up your teams

Import GitHub members, group them into teams and choose repositories.

03

Review the work

Explore metrics and action items, then schedule weekly Slack reports.

Pricing

Free during beta.

Connect your team and start exploring. Every feature is included. No credit card required.

BetaAll features

$0during beta

Current State, Team Velocity and Code Health
Cycle Time and Code Review phases
CI/CD metrics, failure trends and retries
AI Impact and Claude usage and cost
Teams, Action Items and weekly Slack reports
Unlimited repositories and team members

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FAQ

Questions, answered.

How does ProgressCue access GitHub data?

Connect your organization through OAuth or the GitHub App. ProgressCue imports pull requests, reviews, deployments and GitHub Actions workflow runs. It never reads source code or diffs.

How does AI detection work?

ProgressCue identifies AI-assisted PRs from Co-Authored-By commit trailers written by Claude Code, Copilot, Cursor, Aider and Codex. PRs without those trailers count as human-only.

What will it cost after beta?

ProgressCue is free during beta, with no credit card required. Post-beta pricing hasn't been announced yet.

How long does setup take?

Setup is connecting GitHub, choosing repositories and grouping members into teams. Metrics appear as ProgressCue imports your pull request history.

See what needs your attention.

Bring your GitHub activity into view. Free during beta. No credit card required.

Start free