Engineering intelligence, for non-engineers.

Most tools count commits and PRs. Redfi understands what your team builds in plain language.

Engineering can be a black box.

You know the team is shipping. But what exactly? Where is effort going? Are the right things getting prioritized?

Most analytics tools make this worse. They simply count commits, PRs, lines of code—numbers without meaning, activity without context. You end up with reports that tell you the team is busy, but not what they're building.

There's a difference between knowing "the team merged 47 PRs this week" and understanding "the team shipped the new authentication flow, which required changes to the user API, the session service, and three frontend components."

Introducing

The Context Graph

A living map of every feature, API, component, and system in your codebase—automatically extracted from your team's actual work.

Automatic Extraction

AI reads every PR and identifies which features were touched, what dependencies were affected.

Living Intelligence

The graph evolves with every merge, building an intelligent model of your entire engineering surface.

True Visibility

See ownership patterns, track dependencies, understand architecture—at a glance.

Finally answer the questions that matter.

Where is the team actually spending time?

See effort distribution across features, not just repositories.

Which parts of the system are being neglected?

Spot areas getting attention—and those that aren't.

Who owns what?

Understand ownership patterns and knowledge distribution.

Where are the dependencies that create risk?

See how changes ripple through your system.

What did we actually ship this quarter?

Communicate precisely about what your team builds—in terms a board or customer would understand.

Plain English

Every PR, translated.

When an engineer merges a PR, Redfi's AI reads the code and explains what changed—in plain English. No more deciphering commit messages or asking "what does this do?"

Scroll through your team's work like a feed. Understand what shipped without touching a terminal.

Activity feed with plain English PR summaries
Real-time engineering intelligence
Real-Time

Metrics with meaning.

Yes, we track commits, PRs, cycle time, and DORA metrics. But every number links back to the Context Graph—so you always know what those numbers represent.

  • AI-powered quality scores
  • Team and individual views
  • Filter by feature, not just repo
Visualize

See the whole picture.

The Context Graph visualizes every feature, API, and component in your codebase. See how they connect, who owns them, and where activity is happening.

200 features. 51 connections. 14 repos. All automatically extracted from your team's work.

The Context Graph visualization
Engineering Chat - ask questions in plain language
Natural Language

Just ask.

"Who merged the most PRs this week?" "What did Rick work on recently?" "Which repos had the most activity?" Ask in plain language. Get instant answers.

Intelligence, not surveillance.

The Context Graph transforms engineering from a black box into a legible system. Not by surveillance or micromanagement, but by building genuine understanding of the work itself.

This is engineering intelligence: the ability to see clearly, decide confidently, and communicate precisely about what your team builds.

Setup in 2 minutes

01

Connect GitHub

Enter your organization URL and a personal access token.

02

We build the graph

AI analyzes your last 90 days of PRs and extracts features, dependencies, and patterns.

03

Start understanding

Your Context Graph is ready. See what your team actually builds.

Ready to understand your engineering team?

See what they build, not just that they're busy.