← Engineering Intelligence Hub Himanshu Jain · Director of Software Engineering LinkedIn

✦ AI-Powered Engineering Intelligence

Architecture Intelligence
for Distributed Commerce

GraphLens analyzes 42,479 nodes and 96,397 dependency edges across 10 repositories — surfacing architectural risks, service dependencies, and engineering insights that would take weeks to discover manually.

✦ Launch AI Copilot View Architecture Map → Explore Repos

42,479

Total graph nodes

96,397

Dependency edges

10

Repositories analyzed

11

Critical risks detected

94%

AI confidence

Platform Modules

Everything you need to understand
your distributed architecture

Six integrated intelligence modules — interactive graphs to AI-powered insights and real-time impact simulation.

Repository Explorer

Browse all 10 repos with node counts, tech stacks, god-node analysis, and per-service graph visualizations.

Platform Architecture

Cross-repository architecture map with interactive impact simulator — select any repo to see blast radius, APIs, and workflows.

AI Engineering Copilot

Graph-grounded conversational AI. Ask "What breaks if dynamic_pricing changes?" and get answers from 42K+ real code nodes.

94% confidence↗

Service Intelligence

Deep-dive per-service analysis with lifecycle flows, bottleneck tables, API maps, and Kafka event visualizations.

Architecture Case Studies

5 illustrated case studies tracing real flows — how pricing works, subscription discounts, ML → pricing decisions.

Risk & Insights Engine

11 auto-detected architectural risks — from retry storms to circular dependencies and silent ML failures.

Repositories

10 Repositories Analyzed

Click any repository to open its full graph intelligence report.

dynamic_pricing

Tier-1 · Java 21 · GCP+AWS

Tier-16,204 nodes

incentive-service

Core incentive engine · Checkout critical

Tier-122,346 nodes

message-service

CRM messaging · Campaign delivery

Tier-28,821 nodes

machine-learning-toolkit

Airflow · Bayesian · GCP Composer

subscription-programs-app

KillBill · Membership lifecycle

Tier-22,417 nodes

pricing-control-center-jtier

ILS · 11 Quartz jobs · PostgreSQL

Tier-21,360 nodes

pricing-control-center-ui

React · ILS creation · SOX

Tier-3267 nodes

dynamic-pricing-nginx

Nginx proxy · TLS · Rate limiting

Trending badge display

Badges-Trending-Calc

Score engine · feeds badges UI