A living knowledge graph
of your engineering team.

Track how skills evolve over time, mitigate bus factor risk, and search a living map of your team's expertise.

Interest Form

Scroll to explore features

Repository Ownership

4 Services

authentication-service

Microservice

Designer

Sarah

Writer

Mike

Reviewer

Alex

payment-gateway

Core Service

Designer

Emma

Writer

Jordan

Reviewer

Taylor

data-pipeline

Infrastructure

Designer

Chris

Writer

Sam

Reviewer

Riley

frontend-app

Application

Designer

Alex

Writer

Jordan

Reviewer

Sarah

Repository-Level Insights

Complete visibility into code ownership

Understand who designed, wrote, and reviews each service in your codebase. Identify ownership gaps and ensure every critical system has proper coverage.

Design Ownership

Track who architected each system and understand the technical decisions behind your infrastructure.

Primary Contributors

Identify the main developers responsible for each codebase and their areas of expertise.

Review Coverage

Ensure every service has designated reviewers who understand the code and can provide backup.

Ownership Gaps

Automatically detect services with single points of failure or missing critical roles.

For Individual Contributors

Your skills, your growth, your privacy

Every engineer gets a private, comprehensive view of their technical profile. See your expertise mapped out, discover growth opportunities, and connect with the right people.

Private Skill Profiles

Your complete technical profile, editable and visible only to you unless you choose to share.

Depth Indicators

See exactly how much time you've spent with each technology, with context like "Rust: 50% of output last 6 months".

Team Matching

Discover internal teams where your skills are relevant and find mentors for areas you want to grow.

Growth Suggestions

AI-powered recommendations for skill development based on your interests and career goals.

Your Skill Profile

Private • Editable

Private

Languages & Frameworks

TypeScript8 months

Rust6 months

Python12 months

GraphQL4 months

Recent Contributions

Updated authentication service docs2 days ago

Reviewed GraphQL schema changes5 days ago

Shipped new user dashboard feature1 week ago

🎯 Growth Opportunities

👥 Team Matches

Organizational Discovery

Find expertise across your entire organization

Break down silos with unified expertise search. Discover both official SMEs and "hidden gems" with deep practical knowledge across all departments.

Intelligent Search

Query "Who knows Kafka?" or "GraphQL experts?" and get ranked results with rich context about their experience.

Hidden Gem Discovery

Find engineers with deep practical knowledge who lack formal titles but have solved real problems.

Cross-Department Connections

Bridge frontend ↔ infrastructure, data ↔ security. Connect teams that should be working together.

Availability Context

See who's available to help and when, with workload and calendar integration.

3 experts found

Ranked by expertise

Sarah Chen

Senior Backend Engineer • Platform

4.9

Kafka Expert

Built the event streaming architecture, authored 15+ Kafka docs

127 commits, 8 docs

Available

Alex Rodriguez

Staff Engineer • Data

4.8

Kafka Specialist

Led Kafka cluster migration, mentored 6 engineers on streaming

89 commits, 12 reviews

Busy until Friday

Jordan Kim

Backend Engineer • Messaging

4.7

Hidden Gem

Deep practical knowledge from debugging production issues

156 commits, 23 issues resolved

Available

Filter by Department

Frontend (12)Backend (18)Data (8)Infrastructure (6)Security (4)

Risk Dashboard

Team Level

Authentication Service

High Risk

Single Point of Failure

Knowledge transfer to 2 additional engineers

Payment Processing

Medium Risk

Limited Documentation

Improve documentation and add backup reviewer

Data Pipeline

Low Risk

Well Distributed

Continue current practices

Knowledge Transfer Plan

Document core authentication flows

Sarah M.

completed

Pair programming sessions (3 weeks)

Mike R. + Sarah M.

in-progress

Shadow on-call rotation

Mike R.

pending

Independent feature implementation

Mike R.

pending

Manager Insurance

Reduce risk, not people. Empower your team.

Get deep insights into technical coverage and risk without creating a surveillance culture. Focus on team-level insights that help you make better decisions.

Critical Dependency Detection

Identify code areas with concentrated ownership before they become problems. Know what will break if key engineers leave.

Knowledge Transfer Planning

Automated recommendations for pairing, documentation, and training based on skill gaps and project needs.

Team-Level Insights

Risk analysis presented at team level, not as punitive individual metrics. Build trust while maintaining visibility.

Proactive Risk Management

Move from reactive fire-fighting to proactive risk management with early warning systems.

Transparency First: All insights focus on team health and growth, never individual surveillance. Engineers always know what data is being collected and how it's used.