Developer Productivity at Nexontis

3 Months with Claude Code

A data-driven look at how AI-assisted development transformed individual output across the neo-backend and neo-ui codebases.

With Claude Code Nov 2025 — Feb 2026
Without Claude Code May — Nov 2025
82
Commits shipped
across 2 repositories
50.8K
Lines changed
insertions + deletions
48
Test files written
unit + integration specs
5
PRs merged
shipped to production

Before & After

Per-month averages
Metric Without Claude Code With Claude Code Change
Commits / month 0.8 27.3 34x
Lines changed / month 408 16,952 42x
Unique files touched / month 9 141 16x
Test files created / month 0 16 New
Active repositories 1 2 2x
Commits / month
34x
Before After 0.8 → 27.3
Lines changed / month
42x
Before After 408 → 16,952
Unique files touched / month
16x
Before After 9 → 141
Test files created / month
New
Before After 0 → 16
Active repositories
2x
Before After 1 → 2

Velocity Over Time

Monthly Commit Volume

Commits per month — without vs. with Claude Code

Code Output

Lines changed per month across all repositories (excluding .lock files)

Work Composition

Breakdown of 82 commits by category

Codebase Reach

Modules and libraries touched during the period

Pull Request Activity

neo-backend

PRs Merged by Contributor

Human PRs merged in the same period (excludes bots)

PR Summary

Pull request stats with Claude Code

PRs merged (across 2 repos) 7
Avg. turnaround time 3.9 days
Review comments addressed 43
Share of team PRs (neo-backend) 20%

Return on Investment

Conservative estimates based on observed productivity gains — all figures are approximate

Claude Code cost per developer
~€90–180
per month (Claude Code Max)
Est. break-even point
~5 hrs
saved per month (at ~€36–53/hr loaded cost)
Est. time saved
~40+ hrs
per month (writing tests, boilerplate, debugging)

What This Means in Euros

Per developer
Est. hours saved / month
40
x
~Avg. loaded cost / hr
€45
=
Est. value recovered / month
€1,800
−
Claude Code / month
€180
=
Est. net savings / month
€1,620
Est. annual net savings per developer €19,440

Why Claude Code Enterprise?

Learn more →

SSO & Admin Controls

Enterprise authentication, centralized user management, and organization-wide policy enforcement.

Usage Analytics

Track adoption, measure productivity impact across the team, and identify high-value use cases.

Data Privacy & Compliance

Enterprise data handling, no training on your code, and compliance with corporate security policies.

Team Scaling

If one developer saw this impact, multiply across the entire engineering team for organization-wide transformation.