ENGINEERING ONBOARDING COPILOT

Automate environment setup.
Onboard engineers in hours,
not weeks.

FYTIN streamlines technical onboarding from environment setup to project context, so your new engineers ramp up faster, stay unblocked, and contribute meaningful code from day one.

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Why FYTIN

FYTIN is trusted by engineering organizations to accelerate onboarding, improve team velocity, and eliminate wasted ramp-up cycles. We automate everything from setup to security compliance — faster environment setup, safer knowledge transfer, and measurable productivity.

Speed

Get engineers ready in 30 minutes, not 2 days. From empty laptop to first PR, fast.

Quality

Every setup is validated, tested, and version-locked for consistency and reliability.

Cost-Effective

Reduce onboarding overhead by up to 60%. Make your new engineer productive day 1.

Compatibility

Works with GitHub, Python, and Node.js. (Go, Java, and more coming soon!) — FYTIN fits right into your workflow.

FYTIN SOLUTION

How FYTIN Works

Traditional onboarding tools handle documentation or HR workflows. FYTIN goes deeper, directly into the engineering stack. We automate every step of engineering onboarding, from Day 0 environment setup to full team integration.

1. Environment Setup Agent

Detects OS, generates a setup script,
and validates installation across dev environments.

2. Repo Ingestion & Context

Ingests your GitHub repo to understand dependencies, frameworks, and structure.

3. Role-Based Playbooks

Managers and mentors can define must-have steps per hire blending automation with human insight for onboarding.

4. Onboarding Report

Delivers a verified, step-by-step
report with setup times, logs, and recommendations.

*FYTIN automates onboarding, setup, and environment readiness across engineering teams.

From the FYTIN team

Articles & Engineering Insights

Stories, benchmarks, and practical guides from FYTIN
helping engineering orgs cut ramp time, automate setup,
and keep context discoverable.

Engineering Onboarding Best Practices
Article

Engineering Onboarding Best Practices

6 min read

Automate Developer Environment Setup
Article

Automate Developer Environment Setup

5 min read

Developer Onboarding Metrics That Matter
Insight

Developer Onboarding Metrics That Matter

4 min read

Browse all resources →

FAQ

Quick answers about FYTIN Phase-1 (Environment Setup AI + Validation).

Does FYTIN work with monorepos?
In Phase-1, FYTIN works best with single-repo Node.js and Python projects. Monorepo detection and per-package setup are Phase-2 features coming in the next release.
Local vs. cloud dev — what’s supported in Phase 1?
Both! FYTIN validates local Docker/Dev Containers and GitHub Codespaces setups, ensuring local and cloud parity. JetBrains/VS Code remote will be added in future updates.
What exactly gets automated on Day-0?
FYTIN automates repo cloning, language runtime install, package manager bootstrapping, dependency validation, and critical health checks.
What does FYTIN validate after setup?
FYTIN runs version checks, health checks, linter/formatter hooks, and a project boot command, then produces a human-readable Setup Report.
Security & data access?
FYTIN uses least-privilege GitHub tokens and never stores your code. All processing can run on your infra. Secrets are read from your vault.
Do I get logs for compliance (SOC2/GDPR/ISO)?
Yes. Every setup run produces a signed Setup Report: steps taken, versions, checksums, and pass/fail. Export as needed. Formal compliance certifications are on the roadmap.
How long does integration take?
Most teams are up and running in under one day using our guided CLI and a simple fytin.config file.
What signals/metrics can we track in Phase 1?
FYTIN tracks setup success, failure, blockers, and time-to-first-PR (TTFPR). Learning/ramp analytics are coming soon.
Which OS/IDEs are supported?
macOS (Apple/Intel), Ubuntu LTS, and Windows (WSL2). Phase-1 supports VS Code and Codespaces—JetBrains support is coming.