Kardz.eu · Development Analytics
Analysis Hub
Generated
2026-03-20 11:50 UTC
· Benchmarks calibrated 2026-03-20
Time & Leverage
73.2h
Time invested
€7,323
Time cost
€51,438
Net savings
8.02×
Leverage (net LOC)
3.74×
vs avg AI dev (2.1×)
Codebase
43,908
Net LOC
60,335
Lines written
16,427
Lines deleted
4,596
Lines refactored
9.1/10
Code health
9
Repos
135
Merged PRs
Platform
74%
Pipeline success 7d
€159/mo
Azure cost
30
Azure services
Low
DORA class
2.7/wk
Deploy frequency
32%
Change failure rate
6m25s
Avg build duration
Backlog
5
Epics
18
Features
52
PBIs
11
In progress
70
Done
38%
Completion rate
0/wk
Velocity
3.0d
Avg aging
Executive Summary
One-page overview with value projection, improvement opportunities, and AI-grounded findings.
€58,761
Gross value
€51,438
Net saved
8.02×
Leverage (net)
11.38×
Leverage (total)
3.7mo
Equiv dev
3.74×
vs avg AI dev
leverage_summary.html
Azure Cost Dashboard
Per-resource-group breakdown, service category donut, environment comparison. West Europe pricing.
€159
Total/mo
€1,909
Yearly
€24 · €133
Dev · Prd
€2
Shared
15
Projects
30
Services
cost_dashboard.html
Code Quality Dashboard
Cyclomatic complexity grades, duplication detection, and code health metrics across all repos.
9.1/10
Health
1
Critical
8
Repos
PY · TF · YAML
Languages
43,908
Current LOC
≤ 15
Target CC
quality_dashboard.html
Scraper Health
Data freshness per product and per game — flags stale products and shows scrape duration trends.
194
Products
194
Fresh
12.8h
Oldest
0
Stale
100%
Fresh %
25h
Threshold
scraper_health.html
Pipeline Dashboard
Build success rates, average durations, and recent failures across all ADO pipelines.
24
Pipelines
24
Green
74%
7d rate
0
Red
500
7d builds
88
Failed
pipeline_dashboard.html
Delivery Health
DORA metrics: deployment frequency, lead time, change failure rate, and MTTR across all apps.
Low
DORA class
2.7/wk
Freq
32%
CFR
65
Deploys (8w)
5
Apps
8 weeks
Window
delivery_dashboard.html
Full BI Dashboard
Per-language rates, role breakdown, session timeline, market positioning, and calibration details.
€802
Value/hr
548
Decisions
PY · TF · YAML
Top langs
587.6h
No-AI hours
81
Sessions
432
Commits
leverage_report.html
ADO Backlog
Azure DevOps backlog: epics, features, and PBIs with progress tracking and completion status.
11
In progress
101
New
70
Done
5
Epics
18
Features
52
PBIs
ado_dashboard.html
Release Notes
Cross-repo CHANGELOG viewer — all 9 projects, newest entries first.
9
Projects
CHANGELOG.md
Source
Technical
Format
release_notes.html
Architecture Overview
Service map and infrastructure diagram for the full Kardz.eu platform across dev and prd environments.
9
Repos
dev · prd
Environments
Azure WEU
Cloud
€159
Cost/mo
24
Pipelines
30
Services
architecture.html