Real-time Data | Updated 2025-11-02 | ADD-IA Methodology

Live Quality Metrics

Transparent benchmarks from real MVP generation using ADD-IA. No marketing, just data.

2,504
Tests Passing
93.80%
Coverage
11
Agents Used
$1.49
Total Cost
7.3x
Speedup
Real Project Benchmarks
TEST_MVP_MEDIUM_VALIDATION • Tier: MVP (Medium) • SaaS CRM Multi-Tenant Platform • Generated: Nov 2, 2025

Test Execution History

All Tests Passing

Quality Metrics

Scoring Matrix 87.5%
TCO Inclusion 87.5%
Stack Coherence 100%
Security Coverage 25.0%

Cost Breakdown

Context Analysis $0.04
8 Agents Generation $1.10
Orchestrator Validation $0.12
Enrichment (2 ADRs) $0.23
Total Pipeline Cost $1.49

Specialized Agents Activated

8/8 Registry Coverage
Agent ADR Status Lines Tokens Cost Duration
StackTechnologyAgent ADR-001 ✓ Completed 145 ~1,850 $0.185 82s
ArchitectureAgent ADR-002 ✓ Completed 144 ~1,820 $0.182 79s
SecurityAgent ADR-003 ✓ Completed 145 ~1,860 $0.186 84s
DatabaseAgent ADR-005 ✓ Completed 143 ~1,810 $0.181 78s
APIDesignAgent ADR-006 ✓ Completed 138 ~1,750 $0.175 75s
ObservabilityAgent ADR-007 ✓ Completed 150 ~1,920 $0.192 88s
DeploymentAgent ADR-009 ✓ Completed 150 ~1,910 $0.191 87s
Generic ADRAgent ADR-010 ✓ Completed 142 ~1,800 $0.180 76s

Agent Selection Logic

🎯
Core Agents

Always active: StackTechnologyAgent, ArchitectureAgent

🔐
Feature-based

SecurityAgent (auth), DatabaseAgent (PostgreSQL)

🌐
API-driven

APIDesignAgent (RESTful API requirement)

📊
Tier-based

ObservabilityAgent, DeploymentAgent (MVP tier)

Orchestrator Decisions

✓ Approved 6 ADRs
✨ Enriched 2 ADRs
🎯 Filtered 4 ADRs
🎯 Accuracy 100%

Performance vs Target

Generation Speed 125%
11.1 min vs 15 min target
Cost Efficiency 126%
$1.49 vs $2.00 target
Quality Score 109%
87.5% vs 80% target
Test Coverage 110%
93.80% vs 85% target
Lines/ADR (MVP) 100%
145 avg (80-200 range)

Technology Stack Coherence

100% Consistency
⚙️
Backend: Express
8/8 mentions (100%)
⚛️
Frontend: React
8/8 mentions (100%)
🗄️
Database: PostgreSQL
8/8 mentions (100%)
🏢
Features: Multi-tenant
8/8 mentions (100%)
🔐
Auth: JWT/OAuth
6/8 mentions (75%)
💳
Payments: Stripe
5/8 mentions (63%)

Quality Gates Status

All Gates Passing
✓
Test Pass Rate
100% ≥ 99%
✓
Code Coverage
93.80% ≥ 85%
✓
ADR Quality Score
87.5% ≥ 75%
✓
Generation Time
11.1 min ≤ 15 min
✓
Cost per ADR (MVP)
$0.19 ≤ $0.25