Make Your LLM Finally Understand Your Complex Codebase

Tired of generic AI advice for your intricate software? contextMax empowers your experts to give AI assistants the precise, line-by-line context they need to be truly helpful—securely in your browser, and completely free.

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The Problem: Your Complex Codebase Confuses AI

You've built sophisticated software, but your AI assistant treats it like a simple script. The result? Generic, often wrong advice that wastes your time.

Vague Context = Poor Results

Showing whole files or generic snippets gives AI too much noise and not enough signal about what actually matters.

Time Wasted on Explanations

You spend more time explaining your architecture than getting help, and the AI still doesn't get it right.

Inconsistent Team Results

Each team member gets different AI advice because everyone explains the codebase differently.

The Solution: Curated Context Sets

Give your AI assistant the exact context it needs, when it needs it. No more guesswork, no more generic advice.

1

Pinpoint Exact Code Sections

Select specific line ranges across multiple files that are actually relevant to your feature or bug.

2

Define Key Workflows

Explain how different parts of your code interact, what calls what, and why it matters.

3

Create Reusable Context Sets

Package your expert knowledge into named context sets that anyone on your team can use.

context-sets.json
"user-authentication":
"files": ["auth.ts", "middleware.ts"],
"lineRanges": [[45, 67], [12, 28]],
"workflow": "Login → Validate → Middleware"

How contextMax Works

A simple 4-step process to transform your AI coding experience from generic to expert-level.

1

Select Your Project

Choose your project folder. contextMax reads your files locally using the secure File System Access API.

2

Curate Relevant Files

Browse your project tree and select the specific files and line ranges that matter for your use case.

3

Define Context & Workflows

Add descriptions and define how different parts of your code interact. Explain the "why" behind your architecture.

4

Export & Use

Download your context-sets.json file and configure your IDE to use it with your AI assistant.

context-sets.json
"user-authentication":
"files": ["auth.ts", "middleware.ts"],
"lineRanges": [[45, 67], [12, 28]],
"workflow": "Login → Validate → Middleware"
,
"payment-flow":
"files": ["payment.ts", "stripe.ts"],
"lineRanges": [[23, 89], [1, 45]],
"workflow": "Validate → Process → Confirm"

Why contextMax Works

Designed by developers, for developers. Here's why contextMax transforms your AI coding experience.

Higher Accuracy

By providing precise context, your AI gives more accurate suggestions that actually fit your codebase architecture.

Faster Development

Stop explaining your codebase repeatedly. Reusable context sets mean instant AI understanding every time.

Team Consistency

Share context sets across your team. Everyone gets the same high-quality AI assistance for your project.

Privacy First

Your code never leaves your browser. All processing happens locally with no server uploads required.

Free Forever

No subscriptions, no account required, no hidden costs. Built by developers who believe good tools should be accessible.

Works with Any IDE

Framework agnostic. Use with Cursor, VS Code, or any IDE that supports AI assistants and custom instructions.

Built for Experienced Developers

contextMax is designed for developers who work on complex, mature codebases and want their AI to understand the nuances.

Senior Engineers

You understand your codebase inside and out. contextMax helps you capture that expertise and share it with AI for more relevant suggestions on complex features, refactoring, and architectural decisions.

  • Working on legacy systems with intricate dependencies
  • Need AI to understand your specific patterns and conventions
  • Want precise AI assistance for code reviews and optimizations

Engineering Managers

Enable your team to leverage AI effectively. contextMax creates reusable knowledge that ensures consistent, high-quality AI assistance across your engineering organization.

  • Standardize AI interactions across your development team
  • Capture institutional knowledge for onboarding new developers
  • Improve code quality and consistency with AI-powered reviews

Frequently Asked Questions

Everything you need to know about contextMax and how it helps improve your AI coding experience.

Is my code uploaded anywhere when I use this tool? Is it secure?

No, your code is never uploaded to any server. contextMax runs entirely in your web browser. It uses the modern File System Access API, which allows the tool (running on your computer) to read your project files locally. All processing and context set definition happens on your machine. Your code and the generated context-sets.json file remain private to you unless you choose to share the JSON file yourself. We encourage you to verify this by checking your browser's Network tab – you'll see no code is transmitted.

How is this different from just copy-pasting code into my LLM or using my IDE's basic "@file" feature?

While basic methods allow you to show files to an LLM, contextMax helps you create highly structured, precise, and reusable "Context Sets." You can pinpoint exact line ranges (even non-contiguous ones across multiple files), define crucial workflows (how different code parts interact), and name these sets for consistent use by your whole team. This level of detail and reusability leads to significantly more accurate and context-aware LLM responses, especially on large, mature codebases where general file references or whole file contexts aren't enough.

Will this really make my LLM interactions better and more accurate?

Yes. By providing LLMs with curated, expert-defined context that highlights critical code sections, specific line numbers, and their operational relationships (via workflows), you eliminate much of the guesswork for the AI. This allows it to generate more relevant, accurate, and architecturally consistent code, suggestions, or explanations for your specific project. The goal is to transform your LLM from a generalist into a specialist for your codebase.

Is this tool complicated to learn or time-consuming to use?

contextMax is designed with a visual interface to be intuitive for technical users. While defining truly effective context for a complex feature does require thought (as you, the expert, know what's important), the tool aims to make the process of capturing, structuring, and reusing that knowledge straightforward. The initial time investment in creating a context set for a key feature can save significant time and frustration later by improving LLM accuracy for everyone on your team.

What does the tool actually produce, and how do I use that output?

The tool helps you create and then lets you download a single configuration file named context-sets.json. This JSON file contains:\n• filesManifest: A list of all project files you've decided are relevant, each with a unique ID and a comment.\n• contextSets: Your named sets, detailing which files (via their IDs), specific line ranges, and workflows belong to each.\n• fileContextsIndex: An auto-generated index that helps relate file IDs back to the context sets they're used in.\nYou then instruct your IDE's LLM (e.g., via custom rules like .cursorrules for Cursor with Claude, or other methods depending on your LLM tool and IDE) to read and use this context-sets.json file. When you reference a context set name in your prompts, the LLM (guided by the rules) uses the JSON to fetch the precise, curated context.

Is this tool really free? What's the plan for the future?

Yes, contextMax is completely free to use. We have plans of monetization from other avenues, so this main tool will remain free.

How does a web page access my local project files? That sounds like a security risk.

The tool uses a standard, modern web technology called the File System Access API. This API is designed with security in mind and is supported by most modern browsers. Crucially, it requires your explicit permission through your browser's native file/folder picker before the application can access any files or folders. Access is granted only to the specific directory you select and is typically limited to the current session or until you close the tab (depending on browser implementation and permissions granted). The processing happens locally in your browser, not on a remote server.\n\nFor seamless project persistence across browser sessions, we also use OPFS (Origin Private File System) - a secure browser storage system that creates a local copy of your project files within your browser's private storage area. This allows the tool to restore your projects automatically when you return, without requiring re-upload or re-permission. OPFS data is isolated per website origin and cannot be accessed by other websites, ensuring your project data remains private and secure.

Does this tool "talk" to the LLM for me, or automatically update the context sets if my code changes?

For this version, contextMax is a dedicated tool to help you create and manage the context-sets.json configuration file. It does not directly send prompts to or receive responses from LLMs.\nRegarding updates: The tool itself doesn't automatically detect code changes in your repository and update the line numbers in your context-sets.json file on disk. We've discussed instructions for your IDE's LLM agent (like Claude via .cursorrules) to track line number changes in its memory during an active coding session and only update the JSON file when you explicitly ask it to. The maintenance of the context-sets.json file to reflect committed code changes is a process managed by you (by editing through this tool) and your team, though future versions or CI/CD integrations could explore more automation.

Do you track usage or collect data?

We do collect data in the form of anonymous usage metrics to help us develop the tool better and improve it. We are not in the business of selling your data.

Ready to Transform Your AI Coding Experience?

Stop wasting time explaining your codebase to AI. Start creating precise, reusable context sets that make your AI assistant truly understand your project.

Start Creating Context Sets - Free
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