Project Memory for AI-Assisted Development

Stop Re-Explaining Your Project to AI.

CodeSherpa learns your codebase then keeps your AI up to speed so you can spend less time providing context and more time building software.

  • Your AI starts with project knowledge instead of starting from zero.
  • Understand unfamiliar code in minutes instead of hours.
  • Build bigger projects with confidence instead of confusion.
Get Started Free See Token Rewards & Pricing

AI can write code.
CodeSherpa helps you understand it.

Whether your software was written by you, your team, or AI, CodeSherpa transforms thousands of functions into organized project knowledge that grows with your software.

Stop Starting From Scratch →

Every New AI Chat Shouldn't Start From Scratch.

Developers are building faster than ever. But every time your AI loses context, you lose time.

Typical AI Workflow

  • Start a new chat
  • Paste project background
  • Explain the architecture again
  • Explain the database again
  • Explain routes, Workers, and functions again
  • Finally ask the real question

With CodeSherpa

  • Open your project
  • Use stored project intelligence
  • Generate optimized AI prompt packages
  • Send prompts to your favorite AI
  • Apply results back into CodeSherpa
  • Keep building with less repeated explanation
Spend your time solving problems instead of explaining the same project over and over.

Build Bigger Projects Without Losing Control.

CodeSherpa does more than analyze code. It preserves understanding, organizes complexity, and helps your AI work from better context.

Project Memory

CodeSherpa stores structured knowledge about your codebase as your project evolves.

Benefit: Your AI starts with project knowledge instead of starting from zero.

Function Intelligence

Every function can be analyzed for purpose, inputs, outputs, dependencies, risk, and recommended tests.

Benefit: Understand unfamiliar code in minutes instead of hours.

Worker Capability Analysis

Related functions are grouped into meaningful system capabilities.

Benefit: See what each part of your system actually accomplishes.

Worker Architecture

Workers become documented systems with clear responsibilities, dependencies, risks, and data flows.

Benefit: Modify software with confidence instead of guessing.

Project Intelligence

CodeSherpa tracks AI coverage, project progress, health indicators, and architectural understanding.

Benefit: Know what is understood, what is missing, and what needs attention next.

Guided Development

Each project receives a recommended next milestone based on its current analysis state.

Benefit: Always know the next logical step toward a fully understood codebase.

Your Project Has a Memory. Now Your AI Does Too.

CodeSherpa turns your growing codebase into durable project knowledge. Instead of rebuilding context every time you work with AI, you can start from accumulated understanding.

Your Codebase
↓
CodeSherpa Project Memory
↓
Smarter AI Prompts + Better Development Decisions

Understand Your Project Layer by Layer.

CodeSherpa builds understanding progressively, so your project becomes clearer every time you use it.

Raw Code
↓
Function Intelligence
↓
Worker Capabilities
↓
Worker Architecture
↓
Project Intelligence
↓
Guided Next Steps
↓
Complete Project Understanding
Every analysis makes your project easier to understand tomorrow than it was today.

Why Developers Choose CodeSherpa

CodeSherpa helps developers move from code volume to code confidence.

Stop Retraining AI

Use structured project knowledge instead of repeatedly explaining the same system.

Benefit: Less explaining. More building.

Understand Faster

Turn raw functions and Workers into clear, readable intelligence.

Benefit: Reduce the time it takes to understand unfamiliar code.

Refactor With Confidence

See dependencies, risks, and responsibilities before changing code.

Benefit: Make better edits with less fear of breaking something hidden.

Onboard Developers

Create project knowledge that helps new contributors understand the system faster.

Benefit: Turn weeks of discovery into days of productive work.

Track Progress

See what parts of your project have been analyzed and what still needs attention.

Benefit: Know exactly where your codebase understanding stands.

Build Bigger

Keep project knowledge organized as your software grows.

Benefit: Grow your software without growing confusion.

Start With Tokens You Earn.

Create your CodeSherpa account and complete the Quick Start Wizard to build your first Software Intelligence while earning up to 3,600,000 Tokens.

Quick Start Onboarding Reward
Earn Up to
3.6M Tokens
600,000 Tokens for each completed Quick Start step
  • Create your first CodeSherpa Project
  • Add your first Worker
  • Save your Worker code
  • Index your functions
  • Run and apply your first AI Function Analysis
  • Complete the Production Usage Tutorial
Start the Quick Start Wizard
Purchase More Tokens
As Needed
Tokens are stored in your Token Bank and do not expire
  • 3,000,000 Tokens for $25
  • 7,500,000 Tokens for $50
  • 18,000,000 Tokens for $100
  • 45,000,000 Tokens for $200
  • Use Tokens for AI-powered analytical processes
  • Earn additional Tokens through eligible rewards
View Token Pricing
No recurring membership fee is required. Token usage depends on the AI model, project size, analysis scope, and engineering context included in each process.
Complete all six Quick Start steps to earn up to 3,600,000 Tokens. Create Your Account.

Watch CodeSherpa in Action

Start with the Quick Start Guide, then watch the complete CodeSherpa Overview.

Quick Start Guide

Introducing CodeSherpa Overview v1

Your AI Can Write Software. CodeSherpa Helps You Master It.

Create your account, complete the Quick Start Wizard, and earn up to 3,600,000 Tokens while building your first Software Intelligence.

Start Your Quick Start Wizard →