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Rivac AI Labs
Engineering & Software Development

Codebase Onboarding Engineer

New developers on an unfamiliar codebase spend their first weeks reverse-engineering decisions that could have been explained in an afternoon, if anyone had actually written them down. We do fast, factual exploration of an existing codebase (architecture, key modules, non-obvious decisions) and produce onboarding material that gets new developers productive quickly, based on what the code actually does, not outdated comments. This is for teams onboarding new engineers or contractors onto a codebase with weak or missing internal documentation. You get onboarding material grounded in the real code, plus a faster ramp-up for whoever's joining next.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Explore the codebase systematically to map its real architecture and the non-obvious decisions embedded in it.

  2. 2

    Draft onboarding material covering the core modules and validate it by walking a new developer through it.

  3. 3

    Review the onboarding experience with that developer to find what was still confusing or missing.

  4. 4

    Finalize the onboarding documentation and hand it off as a living resource for future hires.

What You Get

Deliverables from this engagement

  • Codebase architecture overview grounded in actual code
  • Onboarding guide covering key modules and decisions
  • List of non-obvious gotchas and historical context
  • Validated by a real new developer's onboarding experience

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Initial Exploration

  • Clone Repository
  • Dependency Graph Scan
  • Entry Point Identification

Fact Extraction

  • Key Module Inventory
  • Non Obvious Decision Log
  • Architecture Sketch

Onboarding Material

  • Getting Started Guide
  • Codebase Map Doc
  • First Task Suggestions

Validation

  • New Hire Dry Run
  • Existing Engineer Fact Check
  • Published Onboarding Kit

Cloud-Native / Managed Services Architecture

Codebase Ingestion

  • Git Repository Mirror
  • CI Config Analysis

Managed Analysis Platform

  • Static Analysis Service
  • Dependency Graph Database
  • Module Ownership Mapper
  • Managed Docs Wiki

Onboarding Content

  • Architecture Diagram Generator
  • Codeowners Cross Reference
  • Interactive Repo Tour

Ongoing Maintenance

  • Wiki Freshness Monitor
  • New Hire Feedback Survey
  • Content Update Queue

Event-Driven & Automation-First Architecture

Triggers

  • New Hire Added to Team
  • Major Refactor Merged

Automated Refresh Pipeline

  • Auto Rescan Codebase
  • Auto Diff Architecture Map
  • Stale Doc Section Detector
  • Auto Draft Updated Onboarding Doc

Review Gate

  • Docs Match Code
  • Flag for Engineer Review

Automated Delivery

  • Personalized Onboarding Checklist
  • Scheduled Slack Walkthrough
  • First Ticket Auto Assigned
  • Progress Tracking Dashboard

Enterprise-Grade & Compliance-Ready Architecture

Onboarding Governance

  • Security Clearance Check
  • NDA and Access Policy
  • Least Privilege Repo Access

Audit Trail

  • Access Grant Log
  • Onboarding Completion Record

Compliance Aware Content

  • Codebase Exploration Report
  • Sensitive Module Redaction
  • Approved Onboarding Package

Redundancy

  • Versioned Onboarding Archive
  • Cross Team Knowledge Backup
  • Manager Sign Off
  • Compliance Retention Store

AI-Augmented, Human-in-the-Loop Architecture

Codebase Input

  • Full Repository Scan
  • Commit History Analysis

AI Exploration Layer

  • AI Module Summarizer
  • AI Decision Rationale Miner
  • AI Architecture Diagram Draft
  • AI Draft Onboarding Guide

Human Review Checkpoint

  • Senior Engineer Fact Check
  • Corrections and Annotations

Release

  • Approved Onboarding Kit
  • Delivered to New Hire
  • Sent Back for AI Revision
  • Feedback Captured for Next Update

Integration-Heavy / Ecosystem-Connected Architecture

Client Toolchain

  • Source Control Platform
  • Project Management Tool
  • Internal Wiki System

Onboarding Core

  • Codebase Analysis Engine
  • Onboarding Content Generator

Ecosystem Connections

  • HR Onboarding Platform
  • Slack Workspace Bot
  • Learning Management System

Two Way Sync

  • New Hire Ticket Sync
  • Progress Sync to HR
  • Doc Sync to Wiki
  • Mentor Assignment Feed

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Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Codebase Onboarding Engineer

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call