Analysis Hub

Time & Leverage

69.6h

Time invested

€6,959

Time cost

€47,987

Net savings

549.5h

Equiv. no-AI hours

7.9×

Leverage (net LOC)

11.29×

Leverage (total LOC)

3.68×

vs avg AI dev (2.1×)

Codebase

41,308

Net LOC

57,279

Lines written

15,971

Lines deleted

4,344

Lines refactored

9.2/10

Code health

Repos

119

Merged PRs

Platform

€159/mo

Azure cost

Azure services

73%

Pipeline success 7d

Epics

Features

PBIs

Executive Summary

One-page overview with value projection, improvement opportunities, and AI-grounded findings.

leverage_summary.html

Azure Cost Dashboard

Per-resource-group breakdown, service category donut, environment comparison. West Europe pricing.

Code Quality Dashboard

Cyclomatic complexity grades, duplication detection, and code health metrics across all repos.

quality_dashboard.html

Scraper Health

Data freshness per product and per game — flags stale products and shows scrape duration trends.

Build success rates, average durations, and recent failures across all ADO pipelines.

pipeline_dashboard.html

Delivery Health

DORA metrics: deployment frequency, lead time, change failure rate, and MTTR across all apps.

delivery_dashboard.html

Full BI Dashboard

Per-language rates, role breakdown, session timeline, market positioning, and calibration details.

Azure DevOps backlog: epics, features, and PBIs with progress tracking and completion status.

Cross-repo CHANGELOG viewer — all 9 projects, newest entries first.

Architecture Overview

Service map and infrastructure diagram for the full Kardz.eu platform across dev and prd environments.