Understand your GitHub repositories.
Know what to do next.

Dev Expert analyzes GitHub repositories and turns repository data into clear metrics, actions, and ideas.

Free for public repositories. No credit card required.

How It Works?

1

Paste Repository URL

Enter a GitHub repository URL or a repository name like owner/repo. Public repositories can be analyzed immediately. Private repositories require GitHub authentication with read access.

2

Analysis Starts

Dev Expert reads repository contents, pull requests, issues, commits, review comments, and file change history. While analysis runs, you can sign in with GitHub to secure access to your report.

3

Review Your Dashboard

Once analysis completes, your dashboard shows metrics, action items for specific team members, and concrete improvement ideas. Each insight links back to the source: a PR, issue, commit, or file.

After reviewing your report: The Free plan includes daily monitoring for up to 20 public repositories. To get hourly monitoring, private repository analysis, or more capacity, upgrade to Pro.

What the Dashboard Shows

Statistics

Numbers and Metrics

Quantified repository and team activity: PR counts, review times, code change velocity, security scores, and performance trends — all derived from real repository data.

Source-linked details: Every metric links to the specific PRs, issues, commits, files, comments, or code references it was derived from.
Action Items

What Each Person Should Do Next

Specific recommended actions assigned to specific GitHub users — review a PR, reply to a comment, unblock a colleague, or resolve stale work.

Assigned to people: Each action names the GitHub user who should take it, with a direct link to the relevant PR, issue, or comment.
Ideas

Concrete Improvement Suggestions

Actionable ideas to improve speed, quality, and security — from adding vulnerability scanning to reducing review bottlenecks and modernizing CI/CD practices.

Evidence-based: Each idea references repository data that triggered the recommendation.

What the Analysis Helps You Discover

Project bottlenecks slowing delivery
Value and impact of each contributor
Work currently in progress and its status
Who should do what next to move the project forward
Team performance trends over time
Scope burning speed and delivery pace
How your team compares with industry benchmarks
Quality of team output across PRs and reviews
Security level of your repository and code
Workflow overhead: reopened bugs, reworked PRs, reimplemented features
Recommendations for speed, quality, security, and engineering practices
Tech stack health and modernization opportunities

Who It's For

Repository Owners

See the full picture of your repository: open work, stale items, contributor activity, and what needs attention now.

Project Leaders

Track progress across repositories. Identify which PRs are blocking others, which issues are stale, and where to focus effort.

Team Leaders

Understand team output, review patterns, and who is overloaded or underutilized. Get specific action items per team member.

Startup CTOs & CEOs

Get visibility into engineering work without reading every PR. Understand delivery speed, quality trends, and security posture.

Open Source Enthusiasts

Analyze public repositories to understand project health, contribution patterns, and how a community-driven project operates.

Engineers Seeking Visibility

Understand the current state of your codebase, what work is in flight, and where your contributions have the most impact.

Dashboard Preview

A realistic view of what Dev Expert generates for a repository analysis. All data below is illustrative.

acme/web-platform Public Analyzed 2 min ago
23 Open PRs 4 this week
67 Open Issues 3 resolved
18h Avg PR Review Time +2h vs last month
4.2h Avg Comment Response stable
B+ Security Score was B

Lines of Code — Last 12 Weeks

PR Review Time Distribution

Action Items 8 pending

Priority Action Assignee Source
High Review PR #412 — "Fix auth token refresh logic" SR @sarahdev PR #412
High Reply to review comment on PR #398 — unanswered for 3 days MK @mkowalski PR #398 comment
Medium Unblock @jchen — waiting on review approval for PR #405 TL @tlee PR #405
Medium Close or update stale issue #289 — no activity for 21 days AP @apatel Issue #289
Low Merge PR #391 — approved, all checks passing, no conflicts SR @sarahdev PR #391

Improvement Ideas 5 suggestions

Security

Add dependency vulnerability scanning. 12 of 47 npm dependencies have no automated security checks. Consider adding npm audit to CI or integrating Dependabot.

Based on: package.json, CI workflow files
Speed

Split large pull requests. 4 of the last 10 merged PRs had 500+ changed lines. Smaller PRs get reviewed 3× faster based on your team's data.

Based on: PR #387, #392, #401, #410
Quality

Add a second reviewer to critical paths. Files in /src/auth/ and /src/payments/ are reviewed by a single person in 90% of cases.

Based on: 34 PRs touching auth/ and payments/
Workflow

Reduce rework: 6 PRs were reopened after merge. Common cause: missing test coverage for edge cases. Consider requiring test plan comments before merge.

Based on: PR #356, #361, #372, #380, #394, #403

Team Throughput — PRs Merged per Week (Last 12 Weeks)

Pricing

Start free with up to 20 public repositories or subscribe to Pro if you need more capacity, private repositories, or faster repository intelligence.

Free

$0

forever

  • Up to 20 public repositories
  • Daily monitoring
  • 1 report generation at a time
  • Full report with statistics, actions, and ideas
  • Private repositories
  • Hourly monitoring
  • GitHub organization integration
Start Free

Building with a larger team

Custom

For startups, engineering organizations, and open-source communities.

  • Custom repository capacity
  • Organization-wide access
  • Shared reporting
  • Centralized management
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