BHIL-AI-First-Development-Toolkit is a step-by-step method for building AI-native apps. It is built for teams that want AI coding agents to do most of the implementation work while people guide the plan, review the code, and make final decisions.
This repository helps you follow a repeatable process. It gives you a clean path from idea to release, with short work cycles and clear review points.
Before you start, make sure you have:
- A Windows 10 or Windows 11 computer
- An internet connection
- At least 8 GB of RAM
- Enough free disk space for the app and its files
- A web browser such as Chrome, Edge, or Firefox
If the release includes a desktop app or helper tool, Windows may ask for permission to run it. That is normal for new apps.
To get the software, visit the release page and download the file for Windows:
Visit the releases page to download
When you open the page:
- Look for the latest release at the top.
- Open the release assets.
- Download the Windows file.
- Save it to your Downloads folder or Desktop.
- Double-click the file to start it.
If the download comes as a ZIP file:
- Right-click the ZIP file.
- Choose Extract All.
- Open the folder after it extracts.
- Find the main app file inside.
- Double-click it to run the toolkit.
If Windows shows a prompt asking whether to allow the app to run, choose Run or Yes.
This toolkit is built around simple working steps:
- Start with the project goal.
- Break the work into small sprint tasks.
- Let AI agents draft code and changes.
- Review each result before it moves forward.
- Keep the human role focused on direction, checks, and approval.
- Repeat the cycle until the app is ready for release.
For a non-technical user, the main job is to follow the prompts, read each step, and confirm choices when asked. You do not need to know code to use the workflow.
A common use flow looks like this:
- Open the toolkit.
- Create or load a project plan.
- Choose the sprint you want to work on.
- Let the AI agent make the first draft.
- Review the output.
- Approve, revise, or send it back.
- Move to the next task.
This keeps work organized and makes it easier to track progress across the project.
The toolkit supports work such as:
- Planning AI app features
- Breaking large goals into sprint tasks
- Tracking work between humans and AI agents
- Keeping review steps in one place
- Managing repeated build cycles
- Reducing lost context between tasks
It is useful when you want a steady process instead of a loose set of prompts.
If the app does not open right away, try these steps:
- Make sure the file finished downloading.
- Check that Windows did not move it to a blocked state.
- Right-click the file and choose Run as administrator if needed.
- Restart your computer and try again.
- Download the latest release if the file looks incomplete.
If you use a ZIP file, keep the extracted folder in a stable location such as Documents or Desktop. Avoid moving files while the app is open.
When you first run the toolkit, Windows may ask for permission. Read the file name and check that it came from the release page. Use the latest release file from the link above so you know you have the current version.
If your antivirus tool pauses the file, check the release page again and make sure you downloaded the correct asset for Windows.
This repository is meant to hold a clear development method for AI-native applications. The focus is on process, not on one fixed app screen. It gives you a way to work in small steps, keep human review in place, and use AI coding agents as the main builders.
That makes it useful for:
- Solo builders
- Small product teams
- Internal tools
- Prototype work
- AI-assisted software projects
Use this toolkit if you want:
- A simple path from idea to build
- A repeatable sprint process
- Clear roles for humans and AI
- Fewer handoff mistakes
- A way to track work without a heavy setup
It fits users who want structure but do not want a complex system.
After downloading and opening the release, you may see folders or files like these:
docsfor guides and process notestemplatesfor repeatable project filessprintsfor sprint plans and task listsexamplesfor sample project flowassetsfor icons or helper files
These names may differ by release, but the purpose is usually the same: keep the workflow easy to follow.
If something goes wrong, try these quick checks:
- The file does not open: download the latest release again
- Windows blocks the file: right-click and try Run anyway
- The ZIP file will not open: use the built-in Windows extractor
- The app closes right away: restart Windows and try again
- The download is slow: use a stable internet connection and try later
If you still have trouble, open the release page and check for a newer build.
For your first time using the toolkit:
- Download the latest release.
- Save it to a folder you can find.
- Extract it if needed.
- Open the main file.
- Read the first screen or guide.
- Follow the sprint steps one by one.
This keeps the setup simple and lowers the chance of mistakes.
If you need to get the file again, use the release page here:
Use the newest release unless you have a reason to stay on an older one. New releases usually include better stability, clearer steps, and fixes for known issues. Before you start a new project, check the release page so you have the latest file for Windows
Open the release page, download the Windows file, and start with the first sprint task