Codebase Intelligence & Task Planning

Understand your codebase.
Ship changes with confidence.

RepoPilot helps developers understand unfamiliar repositories, find the code that matters, and turn development tasks into implementation-ready plans.

repopilot.internal / x-ray / payments-api
main
Connected Repositories
payments-api
Updated 2h ago
web-app
Next.js frontend
auth-service
OAuth & Sessions
IBM Bob 2.0 Ready

watsonx Granite model active for implementation plans.

payments-api

Analyzed

Core payment processing service handling invoices, charges, and webhooks.

TypeScriptPostgreSQL
Architecture Dependency Topology
API Layer
/routes/v1
──▶
PaymentService
/services/charge
──▶
Database
PostgreSQL
42 modules186 files mapped12 test suites
Ready for task planning

New codebase. Same pressure.

Understanding an unfamiliar repository shouldn't take days of guesswork and broken assumptions.

Find where to start

Quickly identify the files, modules and services relevant to your task without manually searching across thousands of source lines.

Understand how it fits together

Explore relationships between components, middleware, and database layers before introducing your changes.

Move from idea to implementation

Turn a requirement or bug ticket into a structured, step-by-step implementation plan grounded in your actual codebase.

Your codebase, finally understandable.

Everything needed to explore, query, and plan work in any repository with certainty.

Repository Intelligence

Understand languages, detected frameworks, module boundaries, dependencies, and project structure at a glance.

Snapshot: file count, language distribution, key entrypoints, risk flags

Architecture Explorer

Navigate your system visually and understand how layers connect: API routes, business logic, storage, and tests.

Topology: Frontend ──▶ API Layer ──▶ Services ──▶ Database

Codebase Q&A

Ask questions about your repository and jump directly to relevant source files with verified evidence and citations.

Q: "Where is authentication handled?" ──▶ Citations: AuthService.ts, middleware.ts

Task Planning

Describe a feature or bug and identify the parts of the codebase that need attention, creating an auditable plan.

Output: Numbered steps, affected files, side effects, human approval gate

From repository to confident contribution

A structured seven-step journey built around developer control and codebase context.

01

Connect

Connect a repository and give RepoPilot the context it needs.

02

Understand

Analyze the structure, technologies and relationships inside the codebase.

03

Explore

Navigate the architecture and identify important modules.

04

Ask

Ask questions about how the system works.

05

Plan

Turn requirements into actionable implementation steps.

06

Build

Work through the planned changes with developer control.

07

Verify

Review the result and validate the work before contribution.

Source Grounding

AI grounded in your repository

RepoPilot connects AI responses to the repository context used to generate them, helping developers understand where an answer comes from.

Inspect the relevant source when you need more context.
Q
Developer Question
Why is authentication handled here?

Authentication uses JWT token validation enforced at the route middleware layer before delegating to the authentication service.

Source Evidence & Citations
src/auth/AuthService.tslogin()
src/middleware/auth.tsverifyToken()
Integration Architecture

Built to work with IBM Bob 2.0

RepoPilot prepares the repository context. IBM Bob helps turn that context into implementation.

Powered by IBM watsonx
RepoPilot
Context Preparation
  • Repository context
  • Architecture map
  • Relevant files
  • Dependencies
  • Task context
──▶
IBM Bob 2.0
watsonx.ai Engine

Processes deep codebase context through IBM Granite foundation models to generate structured implementation steps.

──▶
Review & Control
Developer in the Loop

Ordered plan steps with affected files are reviewed and approved by the engineer before any modification.

Designed with security in mind

Clear principles for user data isolation, repository boundaries, and AI prompt protection.

Private by account

Repository access, metadata, and task plans are strictly scoped to the authenticated user via Row Level Security.

Controlled AI context

Repository content is processed strictly as application context rather than treated as unvetted system instructions.

Data controls

Manage and delete your repository data through the application with minimal long-term storage requirements.

Privacy & Data Protection

RepoPilot is designed with privacy and responsible handling of personal data in mind. Our data practices should be understood together with applicable privacy requirements, including India's Digital Personal Data Protection Act, 2023.

Digital Personal Data Protection Act, 2023

Ready to understand your codebase?

Connect your repository and start navigating with confidence in minutes.