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Your Code Is Costing You Money.

Cut AI token costs by 60–90% and finally measure your code quality — all running locally, all on-prem.

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Three Pillars of Intelligent Code Analysis

Everything you need to build better software, faster - without compromising security or breaking the bank.

Token Efficiency

Cheaper to Build, Smarter AI Usage

Reduce AI costs by 60-90% with intelligent context retrieval. Only send what matters - not your entire codebase - to AI models.

60-90% Cost Reduction
Intelligent Context Selection
Faster AI Responses
Code Quality

Comprehensive Analysis & Metrics

Real-time complexity scoring, maintainability index, and technical debt detection. Know exactly which code will break before you ship.

Cyclomatic & Cognitive Complexity
Dependency Analysis
Impact Assessment
Local Indexing

On-Prem Security & Lightning Speed

Your code never leaves your machine. Local semantic search with local embedding model. Zero latency, complete control, HIPAA/SOC2 ready.

100% Local Processing
AI-Powered Semantic Search
Zero Cloud Dependencies

Token Efficiency: Dramatically Reduce AI Costs

Tested on SWE-bench problems, Stellarion's intelligent context retrieval delivers massive token savings compared to traditional approaches. By sending only the most relevant code to your AI, you'll see dramatic reductions in both input and output tokens - translating to lower costs and faster responses.

Token Reduction Performance
Token Reduction Comparison - Stellarion vs Baseline

With Stellarion's intelligent context selection, you can achieve 60-90% token reduction - meaning dramatically lower AI costs and faster response times. Only send what matters, not your entire codebase.

Code Quality: Know What to Fix and When

Stop guessing. Our AI-powered quality dashboard shows you the highest-impact improvements ranked by ROI - so you can ship faster without sacrificing quality.

Project Quality Dashboard
Recommended Actions
High Priority: Refactor lib/database.ts:1 (cyclomatic: 90, maintainability: 0%)
High Priority: Break down scripts/cleanup-old-plans.ts:1 (cognitive: 133)
Medium Priority: Simplify webhook handler at app/api/webhooks/stripe/route.ts:1
Medium Priority: Refactor analytics dashboard components/login-analytics-dashboard.tsx:1

Local Indexing: Full Analysis On-Prem

Your code never leaves your machine. AI-powered semantic search, complete refactoring analysis, and dependency mapping - all running locally with zero cloud dependencies.

Your Code Never Leaves Your Machine. Ever.

Cloud-based tools are a security nightmare. Our local indexing means your IP stays yours. Lightning-fast semantic analysis, zero latency, complete control. You are in complete control. HIPAA/SOC2 teams love us.

Find That Function in 30 Seconds, Not 3 Hours

You know there's a payment handler somewhere. But where? Stop grepping through 50 files. Type "payment processing" in plain English and jump straight to the code. Works across 10+ languages.

Refactor 50 Files in the Time It Takes to Refactor 1

Manual refactoring is slow and error-prone. AI-powered bulk operations with AST-aware pattern matching ensure consistency across your entire codebase. One command, hundreds of files, zero mistakes.

Know Exactly Which Code Will Break Before You Ship

That "quick refactor" just broke checkout. We would've told you. Real-time complexity scoring shows which functions are ticking time bombs. Fix what matters, ignore what doesn't.

Never Break Production with a "Simple" Change Again

Changed one function and broke three microservices? Our dependency graphs and risk scoring show you every downstream impact before you commit. Deploy with confidence, not fear.

Stop Learning Regex. Start Finding Code.

Complex codebases shouldn't require a PhD in grep. Search like you think: "user authentication", "error handling", "database queries". Our local embedding model understands intent, not just keywords.

The Hidden Cost of Technical Debt

Every hour spent debugging legacy code is an hour not spent building revenue-generating features

23%
of dev time wasted understanding legacy code
$85
per hour spent debugging instead of building
3x
longer onboarding time for new developers
42%
of production bugs traced to code complexity

The average engineering team wastes $127,000/year on preventable technical debt.

How much is yours costing you?

Built for Every Role on Your Team

From backend engineers to CTOs, everyone gets value from day one

Backend Engineers

Drowning in legacy microservices?

Map every API dependency in seconds. Know what breaks before you deploy.

70% faster debugging
Engineering Managers

Cannot estimate your sprint velocity?

Get objective code complexity scores. Stop guessing how long refactors take.

3x more accurate estimates
Startup CTOs

Scaling too fast to maintain quality?

Auto-detect tech debt hotspots. Fix what matters before it kills your product.

$127k/year saved
DevOps Teams

Is every deployment becoming a gamble?

Impact analysis shows exactly what's at risk. Deploy with confidence.

85% fewer incidents

Beyond Basic Linting

Static analyzers find syntax errors. We find the code that will break at 3am.

ESLint tells you about semicolons

We tell you about circular dependencies

SonarQube shows complexity scores

We show you WHY it's complex and how to fix it

Copilot generates code

We tell you if that generated code will scale

The Difference?

We understand your entire codebase. Not just the file you're looking at.

System-wide dependency analysis
Real-time impact assessment
Actionable fix recommendations
100% local, 0% cloud risk

Simple, Transparent Pricing

Start free, upgrade when you need more. All plans include our full feature set.

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Frequently Asked Questions

Everything you need to know about Stellarion

Still have questions? We're here to help.

Stop Fighting Legacy Code.
Start Shipping Features.

Join our beta community and help shape the future of AI-powered code intelligence.