Turn GitHub activity into product decisions

Your codebase reflects what’s being built. Samepage shows you what it means—and what to do next.

Connect GitHub to Samepage and continuously analyze pull requests, issues, and engineering activity to surface patterns, identify bottlenecks, and generate product and execution insights.

Built for teams where product and engineering are tightly coupled

If you’re building software, a huge amount of product signal lives in GitHub:

PR discussions, bug reports, feature implementations, technical tradeoffs.

But most of that context stays inside engineering.

Samepage is built for product teams that want to understand:

What’s actually happening in development—and how it connects to product decisions.

The problem with GitHub today

GitHub is where work happens—not where insights get extracted.

So teams run into this:

• Engineering effort is hard to summarize at a high level

• Patterns across PRs and issues are invisible without manual review

• Product teams lack visibility into what’s slowing things down

• Technical work gets disconnected from customer impact

You can see individual PRs—but not the bigger picture.

What Samepage does differently

Samepage treats GitHub as a rich signal layer—not just a development tool.

Instead of manually reviewing PRs or scanning issues, you define Signals that continuously analyze engineering activity.

You can ask:

• “What themes are emerging across recent pull requests?”

• “Where are we spending the most engineering time?”

• “What issues are repeatedly coming up?”

Samepage connects the dots across code, discussions, and metadata—and turns them into structured insights.

How it works

1. Connect GitHub
   Samepage ingests pull requests, issues, commits, and metadata.

2. Create a Signal
   Use GitHub as a data source and define what to analyze, like:
   “Analyze PRs from the last 2 weeks and identify recurring themes or bottlenecks.”

3. Run continuous analysis
   Signals update as new activity happens.

4. Get structured outputs
   Instead of raw PRs, you get patterns, summaries, and recommendations.

Key use cases

1. Understand where engineering time is going
Analyze PRs and commits across the team.
Example output:
“52% of recent PRs are focused on bug fixes and performance issues, with limited work on new features.”

2. Detect recurring technical issues
Analyze issues and PR discussions.
Example:
“Database-related errors appear in 17 issues and 9 PR discussions—indicates systemic reliability problem.”

3. Identify bottlenecks in development workflow
Analyze PR timelines and activity.
Example:
“PRs involving the payments system take 2.3x longer to merge—likely due to review or complexity constraints.”

4. Connect engineering work to product priorities
Compare GitHub activity with roadmap or feedback data.
Example:
“High volume of work on internal tooling, while top customer-requested features remain unaddressed.”

5. Turn engineering signals into product decisions
Generate recommendations based on patterns.
Example:
“Significant time spent on recurring bugs suggests need for dedicated stability sprint.”

Before vs After

Before Samepage
You rely on standups, Slack updates, or occasional deep dives into GitHub to understand what’s happening. Product and engineering alignment depends on communication, not shared visibility.

After Samepage
Signals give you a clear, continuous view of engineering activity—what’s trending, what’s slowing down, and what it means for the product.

What GitHub data Signals can analyze

Samepage works directly on your GitHub data, including:

• Pull requests (titles, descriptions, comments)

• Issues and bug reports

• Commits and code activity

• Review discussions and timelines

• Labels, contributors, and repository structure

No manual exports or extra tooling required.

Why not just use GitHub alone?

GitHub is great for execution—but limited for synthesis.

• It doesn’t summarize patterns across PRs

• It doesn’t connect engineering work to product decisions

• It doesn’t highlight trends or gaps

You can read everything—but you still have to interpret it yourself.

Samepage sits on top of GitHub and answers:

“What is our engineering work actually telling us—and what should we change?”

GitHub integration for engineering insights and product alignment

If you’re trying to get more value from GitHub—whether that’s understanding engineering effort, identifying bottlenecks, or connecting development work to product strategy—Samepage gives you a system that goes beyond code management.

Instead of manually reviewing activity or relying on fragmented updates, you can define exactly what you want to learn from your engineering data and let Signals surface it continuously.

This is especially useful for product teams that want tighter alignment with engineering without adding more process.

Turn engineering activity into product insight

Connect GitHub to Samepage and define your first Signal in minutes.

Stop scanning PRs. Start understanding them.