Developer Onboarding
Understand any codebase in hours, not months.
New developers shouldn't need six months and a senior engineer's calendar to become productive. Axiom Refract gives every new hire the architectural context that used to take quarters to absorb.
The onboarding tax is real
Every new developer you hire pays it. Every team that grows absorbs it. The cost isn't just time — it's the compounding drag on your entire engineering organization.
The 3-6 Month Ramp
Industry research consistently shows new developers take 3 to 6 months to reach full productivity on an unfamiliar codebase. That's not a learning curve — it's a tax on every hire.
Tribal Knowledge Barriers
The architecture lives in one senior engineer's head. When they're in a meeting, on vacation, or gone, the new developer is stuck reading code file by file, guessing at intent.
Outdated Documentation
The wiki was last updated eighteen months ago. The architecture diagram describes a system that no longer exists. The README says "TODO." New hires learn to distrust docs on day two.
Context Switching Costs
Every question a new developer asks pulls a senior engineer out of their own work. Onboarding one person slows down the entire team.
How Axiom Refract accelerates onboarding
Point it at your repo. In minutes, every new developer gets the architectural understanding that used to require months of exploration and dozens of interruptions.
Architecture Diagrams from Code
Axiom Refract generates C4-level architecture diagrams directly from your codebase. Context, container, component, and code views — all derived from what the code actually does, not what someone remembers it doing.
Zone Classification
Every file is automatically classified into architectural zones — logical groupings based on actual dependency patterns, not folder names. A new developer immediately sees which parts of the system belong together and why.
Dependency Maps
Interactive dependency graphs show exactly how modules connect. No more wondering "if I change this, what breaks?" The blast radius is calculated and visible before the new developer touches anything.
Entry Point Identification
Axiom identifies the critical entry points for each zone — the files a developer should read first to understand a subsystem. No more wandering through a 500-file directory hoping to find the starting thread.
MCP Integration for AI Pair Programming
Connect your AI coding assistant directly to the architectural analysis via the Model Context Protocol. Your new developer's AI pair programmer understands the system structure, not just the file it's looking at.
Give every new developer the architectural map they wish they had on day one.
Stop losing months to the onboarding tax. Start every hire with complete architectural context — generated from the code, not from memory.