Built for engineering teams adopting AI-assisted development

Give your engineering team a way tosee who understands what

RepoOcto turns your actual codebase into contextual quizzes inside VS Code, then gives engineering leaders a live view of knowledge coverage, onboarding progress, and module risk.

Individual teammate accounts · VS Code workflow · Manager visibility

quiz.ts — RepoOcto
CODEBASEINTERMEDIATE+15 XP

What design pattern does AuthService use for token refresh in this project?

A. Singleton
B. Observer
C. Strategy Pattern
D. Factory Method
✓ Correct! The Strategy pattern allows swapping refresh logic between OAuth and JWT providers.
Lv.6 Code Artisan · 2,450 XP
// example manager dashboard

The metrics a team lead sees first.

RepoOcto turns developer quiz activity into a concise view of participation, demonstrated knowledge, coverage, and concentrated ownership risk.

Backend Engineering · Team Overview
Illustrative data
TEAM AVG ACCURACY
78%

Across answered questions

ACTIVE DEVELOPERS
12 / 15

Answered in the last 7 days

KNOWLEDGE COVERAGE
72%

13 of 18 modules covered

BUS FACTOR RISKS
3

Modules need another strong owner

Example values shown to demonstrate the product interface—not customer results.

// features

Turn learning activity into
team knowledge intelligence

Give developers a useful in-editor learning loop and give leaders evidence of where knowledge is strong, thin, or missing.

Codebase-Specific Questions

AI generates contextual questions about the patterns, architecture, and decisions in the code your team actually works on.

In-editor evidence

Team Knowledge Map

See knowledge coverage across teammates and modules in one scan. Unquizzed areas and weak coverage stop hiding in status updates.

Manager visibility

Module Risk Signals

Surface critical modules with too few knowledgeable developers and focus attention where a departure or incident would hurt most.

Bus factor insight
LVL 7LVL 81450 / 2450 XP

Onboarding Progress

Track which parts of the codebase a new teammate has attempted, where they are strong, and what still needs support.

Ramp-up visibility

Developer Learning Loop

Spaced repetition, lightweight XP, and smart prompts help teammates retain knowledge without turning learning into another meeting.

Built for adoption

Shared Team Workspace

Managers create the team, invite developers, and review synced quiz activity from one shared operational view.

One shared view
// from setup to signal

One workflow for developers.
A clearer view for leaders.

RepoOcto fits into the editor, while the team dashboard turns learning activity into operational knowledge signals.

01

Create the team workspace

A manager or team lead creates the team, connects the first codebase, and gets a simple invite code for the group.

02

Invite the developers

Each teammate keeps an individual account, joins the shared team, and uses RepoOcto directly inside VS Code or the CLI.

03

See knowledge by module

Quiz activity becomes a team knowledge map, module-risk view, and onboarding tracker that leaders can act on.

KNOWLEDGE COVERAGE

Replace guesswork with evidence

See who has demonstrated understanding across the modules your team depends on.

ONBOARDING

Give new hires a visible path

Track what they have covered, where they are confident, and where a mentor should step in.

MODULE RISK

Catch thin ownership early

Identify important areas where knowledge sits with too few people before that becomes an incident.

// try it now

Take a sample quiz

Click an answer to see how RepoOcto works.

TECH STACKADVANCED
🔥 5 day streak

In React 18, what is the primary purpose of useTransition?

Lv.4 Code Scout · 1,240 / 2,000 XP
// team pilot

Start with one team.
Prove the knowledge signal.

We scope the first rollout around your team size, codebase, and onboarding or knowledge-risk goals.

FOR ENGINEERING TEAMS

Team Pilot

A focused first deployment

Customto pilot scope
  • ✓Manager dashboard and team overview
  • ✓Knowledge map across developers and modules
  • ✓Module risk and bus-factor signals
  • ✓New-hire onboarding tracker
  • ✓VS Code and CLI learning workflow
  • ✓Team setup and pilot support
Book a Discovery Call
TEAMMATE EXPERIENCE

Included in the rollout

Every teammate keeps a personal learning account.

  • ✓An individual account for each developer
  • ✓Questions grounded in the connected codebase
  • ✓Spaced repetition and lightweight XP
  • ✓Personal progress and repository activity
  • ✓Shared team invite and synced quiz results
Team Sign In

Joining a pilot? Use the account tied to your team invite.

// make knowledge visible

Know where your team is strong.
Know where it is exposed.

Let's scope a focused pilot around one engineering team, one real codebase, and the knowledge problem you need to solve first.

Individual accounts remain part of every team rollout.

// FAQ

Got questions?