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AI reads your code like a senior engineer, narrates every file with audio, and generates interactive architecture maps. Understand any codebase in minutes.

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Your code, narrated by AI

auth_service.py
NARRATING
1class AuthService:
2 """Handle JWT authentication."""
3
4 async def verify_token(self, token):
5 payload = jwt.decode(token)
6 user_id = payload.get("sub")
7 if not user_id:
8 raise InvalidCredentials()
9 return await self.repo.get(id)
1:24
AI Narration Active
Architecture Mapped

Inline Explain

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Highlight any function, class, or block of code in the walkthrough player. An AI-powered panel slides in with a clear, contextual explanation — like having a senior engineer on speed dial.

Function deep-divesCross-file referencesSecurity insightsPerformance notes
payment_service.py
1async def process_payment(self, order):
2 amount = order.calculate_total()
3 if amount <= 0:
4 raise ValueError("Invalid amount")
5 intent = await stripe.create_intent(amount)
6 return intent.client_secret
Click any line to try
AI EXPLAIN
stripe.create_intent(amount)

This calls the Stripe API to create a PaymentIntent — a server-side object that represents a single payment attempt. The `amount` parameter is passed in the smallest currency unit (e.g. cents). The returned `client_secret` is used on the frontend to confirm the payment securely.

References
stripe.py:L42config.py:L18

What's Inside

Powerful features, built for deep understanding

AI Voice Narration

An AI senior engineer narrates your code with perfectly synced audio. Line-by-line highlighting follows along.

Architecture Diagrams

Auto-generated flow charts and architecture diagrams for every file and module relationship.

Live Sandbox

Run and test code snippets instantly, right inside the walkthrough. No setup needed.

Tree-sitter AST

Accurate function, class, and scope extraction across Python, JS, TS, Java, Go, and Rust.

Private Repos

Securely connect private GitHub repositories. Your code never leaves your session.

Impact Analysis

See the blast radius of any change before you make it. Understand every dependency.

How It Works

Three steps to clarity

STEP 01

Drop in any GitHub repo

Just connect your repository. DocuVerse clones the repo, analyses every file, and maps out every function, class, and dependency in seconds.

STEP 02

AI builds your walkthrough

Our AI reads your code like a senior engineer and writes a clear, file-by-file narration. Text-to-speech generates perfectly synced audio.

STEP 03

Explore, listen, and experiment

Hit play and watch the code scroll in sync with AI narration. Tap into interactive architecture diagrams and spin up a live sandbox.

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Why DocuVerse

Not just documentation. A whole new way to learn code.

Beyond static docs

Traditional docs get stale. DocuVerse generates living walkthroughs that update with your code, synced to AI narration and interactive diagrams.

Audio-first understanding

Listen to an AI senior engineer explain your code while you follow along visually. Learn on your commute, during lunch, or while reviewing PRs.

Onboard 10x faster

New engineers understand your codebase in hours, not weeks. Every function, class, and dependency is narrated with clear, contextual explanations.

IDE-native experience

Access walkthroughs directly in VS Code and Cursor via our MCP server. No context-switching, no browser tabs — just understanding.

Open Standard

DocuVerse lives inside your AI IDE

We didn't just build a web app. We built an open Model Context Protocol (MCP) server so your favorite AI tools — like Cursor, Windsurf, and Claude Desktop — can query DocuVerse's analysis graph natively.

  • analyze_file_impactAI maps dependency blast radius before refactoring.
  • generate_walkthroughAI triggers backend audio narration seamlessly.
  • Zero Context LossAI looks up architecture without needing you to copy-paste.

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