LumenStack AI

LumenStack AI

Architectural Intelligence Suite
Multi Platform Review Mode Code Chat Mermaid Maps
Orbital review deck

Repository Command Surface

Smart repo review, seamless workflow.

LumenStack AI turns GitHub, GitLab, Bitbucket, Azure DevOps, Gitea, generic Git, and ZIP archives into a polished assistant surface for architecture analysis, compare mode, delivery signals, exports, and codebase chat.

Launch analysis Browse Mission Profiles Built for technical reviewers, delivery teams, and polished demos.

Telemetry Feed

Live signal
6 Intake lanes
4 Map windows
3 Deck views

Operator Prompt

Brief ready
Which files look risky first?
Routing Hotspots CI/CD Ownership
Engine Standby
Source Awaiting repository
Throughput 0 files/min
Latency 0 ms
Modules 0
Confidence 85%

Flight Path

Four-stage architecture loop

01 Ingest

Pull public Git repos across platforms, unpack uploads, and accept compare baselines or webhook events.

02 Analyze

Infer modules, hotspots, dependencies, classes, and pressure-bearing edges.

03 Visualize

Open architecture, sequence, class, and dependency maps through Mermaid.

04 Interact

Question the codebase, compare revisions, inspect platform signals, and export crisp architecture briefs.

Major Platform Direction

One workspace, five hard engineering problems solved

LumenStack is moving from a scan tool into an AI engineering control center designed for review, quality, onboarding, and release confidence.

01

Understand Any Codebase Fast

Turn raw repos into architecture maps and plain-language explanations for technical and non-technical teams.

02

Review Changes With Risk Context

Compare baseline vs latest snapshots and surface where structural change introduces review pressure.

03

Ship Safer With Guardrails

Combine quality findings, platform signals, and hotspot ranking into a release-readiness decision layer.

04

Onboard Teams Faster

Generate instant walkthrough context so new contributors can understand flow, modules, and risk areas.

05

Share Engineering Narratives

Export polished architecture and risk briefs for PM, CTO, or cross-team review communication.

Premium Control Surface

AI Engineering Control Center

A neon command layout that looks product-grade while still driving real actions: scan, compare, question, and export.

PR Assistant Security Radar Perf Hotspots Team Timeline Action Plan

Workflow Command Lens

Jump to core functions in one control strip

This block is now a live shortcut lane: use it to move directly into analysis, compare mode, diagrams, or codebase chat. The timeline mirrors the real product flow from intake to final brief.

Quick Navigation Analyze + Compare Diagram Access Chat Shortcut

Tip: tap any cube face or timeline step to jump to that workflow area.

Architecture Maps Sequence View Class Diagrams Dependency Lenses Codebase Chat Compare Reviews GitHub Workspaces GitLab Workspaces Bitbucket Support Platform Radar Risk Findings Hotspot Files Markdown Export Webhook Ready Architecture Maps Sequence View Class Diagrams Dependency Lenses Codebase Chat Compare Reviews GitHub Workspaces GitLab Workspaces Bitbucket Support Platform Radar Risk Findings Hotspot Files Markdown Export Webhook Ready

Workspace Focus

Universal intake workspace

Cross-platform

Bring a GitHub, GitLab, Bitbucket, Azure DevOps, Gitea, generic HTTPS Git repo, or a ZIP archive. Use workspace presets to bias the form toward review, delivery, migration, or offline exploration.

GitHub GitLab Bitbucket Azure DevOps ZIP Upload
Open Workspaces Open Integrations
GitHub Review PR-ready architecture review

Bias compare mode and review prompts toward baseline-versus-latest structural changes.

 GitLab Delivery Delivery and pipeline visibility

Focus intake on GitLab repos and highlight CI/CD, release, and deployment signals.

 Bitbucket Audit Workspace-wide delivery audit

Check dependency surface, ownership clues, and pipeline metadata for Bitbucket projects.

 Offline ZIP Air-gapped architecture mode

Skip the remote clone flow and go straight into uploaded archive analysis.

Execution Roadmap

Turning this into a multi-problem engineering platform

V1.1 PR Assistant Workspace

Paste PR URL and get risk summary, impacted modules, and testing checklist.

V1.2 Security & Secrets Radar

Detect risky config patterns, auth weak points, and dependency exposure clues.

V1.3 Performance Pressure Map

Rank heavy modules and code paths where optimization impact is highest.

V2.0 Team Workspace Timeline

Track analysis history, quality trendlines, and release confidence over time.

Analyze

Primary repository

Multi-platform

Supports GitHub, GitLab, Bitbucket, Azure DevOps, Gitea, and generic HTTPS Git remotes.

or
Status

Waiting for a repository, ZIP upload, or compare baseline.