60 DAYS OF PRO — FREENO CREDIT CARD REQUIRED60 DAYS OF PRO — FREESTART BUILDING TODAY60 DAYS OF PRO — FREENO CREDIT CARD REQUIRED60 DAYS OF PRO — FREESTART BUILDING TODAY60 DAYS OF PRO — FREENO CREDIT CARD REQUIRED60 DAYS OF PRO — FREESTART BUILDING TODAY60 DAYS OF PRO — FREENO CREDIT CARD REQUIRED60 DAYS OF PRO — FREESTART BUILDING TODAY
← Back to blog

Ragtoolina for Teams: Shared Context at Scale

·Ragtoolina Team

The Onboarding Problem

New engineers joining a team face a steep learning curve. They don't know where things are, how systems connect, or why decisions were made. AI coding assistants can help — but only if they have good context about the codebase.

Shared Semantic Indexes

Ragtoolina's team feature lets your entire engineering org share a single semantic index. When the index is updated, every team member gets access to the latest context immediately.

This means:

  • New hires can ask AI tools meaningful questions from day one
  • Cross-team questions get accurate answers because the index spans all relevant repos
  • Everyone saves on token costs — the shared index is more efficient than individual file scanning

Role-Based Access

Teams in Ragtoolina have three roles:

  • Owner — Full control over billing, settings, and membership
  • Admin — Can manage indexes, integrations, and invite new members
  • Member — Can use team indexes and view shared content

Integrations Multiply the Value

Connect your team's GitHub repos, Jira boards, and Confluence spaces to the shared index. Now your AI tools have context not just about code, but about requirements, architecture decisions, and team knowledge.

Getting Started

Create a team from the web dashboard, invite your colleagues, and start building a shared index. The free plan supports small teams, and Pro unlocks unlimited members and integrations.