Open Source & Free Forever

Make Your Codebase
AI-Ready

Your AI tools aren't broken. Your codebase confuses them.
See why Coding Agents struggle and where small changes unlock outsized AI leverage—in 5 minutes.
Optimized for frontier models: GPT-5, Claude 4.6, & Gemini 3.1 Pro.

See Why AI Struggles with Your Code

VS Code Extension
agent prompt
Basic Scan Prompt
Free forever Open source No credit card

Compatible with

Cline Claude Code Cursor Copilot

Need help? Request a personalized audit or consulting session

Real-Time Scanning

Watch AIReady analyze your codebase and surface issues that confuse AI models

0
AI Readiness
SCORE
Scan complete

ISSUES DETECTED

🔍

Initializing scan sequence...

Why AIReady

Practical benefits that compound across your team and workflows.

Stop AI Hallucinations

Improve AI signal clarity to prevent models from generating incorrect or risky code.

Predictive ROI

Quantify exactly how much technical debt is costing your team in AI efficiency.

Agentic Navigation

Ensure your codebase is structured so autonomous agents can work independently.

Cut Context Waste

Stop burning tokens on redundant context. Optimize your repo for the 1M+ token era.

15+
Frontier Models
92%
ROI Accuracy
45%
Context Savings

A Complete Suite of Tools, One Command

Identify what confuses AI models, optimize context usage, and unlock better AI collaboration—locally and safely.

Cognitive Load

Analyze the mental effort required for AI to understand your code beyond simple tokens.

@aiready/core (future-proof)

Business ROI & Debt

Quantify the cost of confusing code in dollars and developers hours lost each month.

@aiready/core (roi-engine)

Agent Grounding

Measure how well autonomous agents can navigate and understand project structure unaided.

@aiready/core (grounding)

Pattern Detection

Detect semantic duplicates and logic fragmentation that lead to AI hallucinations.

@aiready/pattern-detect

Context Analysis

Optimize token usage by mapping cross-file dependencies and context fragmentation.

@aiready/context-analyzer

Consistency Check

Enforce naming conventions and structural patterns that clarify intent for AI models.

@aiready/consistency

One Number That Tells The Story

Get your AI Readiness Score: A single 0-100 metric combining all three tools with proven weighting.

65/100
Fair Rating
aiready scan --score
Future-Proofing72/100
AI Signal Clarity58/100
Agent Grounding84/100
Formula: (72×40 + 58×35 + 84×25) / 100 = 70

Rating Scale

90-100 ExcellentAI works optimally
75-89 GoodMinor improvements
60-74 FairNoticeable confusion
40-59 Needs WorkSignificant struggles
0-39 CriticalMajor refactoring

Customizable & Forward-Compatible

  • Adjust weights for your priorities
  • Set thresholds for CI/CD gates
  • Auto-rebalances as new tools launch
  • Track improvements over time
aiready scan --score --weights patterns:50,context:30

This is NOT Another Linter

Linters check code correctness. AIReady checks AI understandability.

Traditional Linters

  • →Check syntax and style
  • →Catch common bugs
  • →Enforce team conventions
  • ✓Optimize for humans

AIReady

  • →Find semantic duplicates
  • →Measure context window costs
  • →Detect pattern inconsistencies
  • ✓Optimize for AI collaboration

ESLint says "your code is fine."
AIReady says "your code confuses AI."

Both are correct. They measure different things.

Built for AI Consultants

Empower your practice with high-precision codebase discovery and AI-readiness scoring.

Professional Audits

Generate PDF or JSON reports to provide clear, data-backed ROI for potential AI initiatives.

Transition Advisory

Use metrics like Context Fragmentation to guide teams during architectural transitions.

Remediation Roadmap

Focus effort where it matters most: eliminating token waste and deep import chains.

View Consulting Playbook

Loved by Developers

See what teams are saying about AIReady

"aiready helped us identify 200+ semantic duplicates across our React components. Our AI context windows are now 35% more efficient."

Sarah Chen
Senior Engineer at TechFlow

"The consistency checker caught naming inconsistencies that would have confused our AI pair programmer for weeks. Game changer for our workflow."

Mike Rodriguez
Tech Lead at DevCorp

Ready to Unlock Your
AI Potential?

Join elite engineering teams using AIReady to ship faster, reduce context costs, and build future-proof codebases.

Get Started for FreeBook an AI Audit

Get Your Free Codebase Audit

Receive a detailed PDF report with actionable insights to make your code AI-ready.

What you'll get:

  • ✓ Semantic duplicate detection report
  • ✓ Context window optimization recommendations
  • ✓ Consistency analysis and naming suggestions
  • ✓ Actionable next steps for AI adoption

We'll never share your data. We'll email from the address on the site footer.

Frequently Asked Questions

Is AIReady really free?

Yes! All our tools are free and open source. You can run them locally with npx @aiready/cli scan or request a free audit report above.

Where does my code go?

Nowhere. Everything runs locally on your machine. Zero network calls. No code upload. No SaaS. Air-gap compatible. See our Security page for full details.

I'm a non-technical founder - will this help me?

Absolutely! If you're building with AI and burning through tokens without seeing results, we help you find why. No coding knowledge needed to run our tools or read the simple reports. We also offer personalized consulting to help you understand and fix issues.

I'm vibe coding - how do I know if my code confuses AI?

That's exactly what we solve! Vibe coding (letting AI do most of the work) often produces code that confuses other AI tools. Our scanner finds semantic duplicates, deep import chains, and naming inconsistencies that make AI struggle. Run npx @aiready/cli scan to see your AI Readiness Score.

Is this another linter?

No. Linters check code correctness. AIReady checks AI understandability. We find semantic duplicates, context fragmentation, and pattern inconsistencies that confuse AI models—things ESLint can't detect.

What languages do you support?

Currently TypeScript/JavaScript, with Python and Java support coming soon. Our tools work with any codebase that has AST parsing available.

Can I contribute to the project?

Absolutely! AIReady is open source on GitHub. We welcome contributions, bug reports, and feature requests. Check out our contributing guidelines.