More output01
Make every prompt count.
Turn more of your paid AI time into working features. Gradient finds directions in your project that could send your AI off track.
MORE FROM THE AI YOU ALREADY PAY FOR.
Build 10× more
with the AI you already pay for.
Turn your AI slop into better software. Gradient helps your AI build features that work, catch mistakes before they ship, and leave you with an app that’s easier to improve.
Gradient is free. Keep the AI you love.
gradient / example check
~/your-project $ gradient --stream -p "Find what makes my AI waste attempts"
Looking for avoidable back-and-forth.
Checking your project Reading its instructions
Found instructions that disagree
WHERE A PAID ATTEMPT CAN GO TO WASTE
Another says to do it a different way.
Your AI is getting mixed messages.
One file says to check your app one way.Another says to do it a different way.
↳ AGENTS.md:24 · apps/web/AGENTS.md:8
Fix the mixed message before your next AI session.
GET MORE BUILDING OUT OF EVERY SESSION.EXAMPLE
ALREADY PAYING FOR AI? GET MORE OUT OF IT.
ClaudeChatGPTCursorYour favorite AI
GIVE YOUR SUBSCRIPTION A BIGGER JOB
Same subscription.
More to show for it.
Your monthly bill buys access to powerful AI. Gradient helps you put it to better use by finding what’s tripping it up in your project. Less time correcting. More of the app you wanted to build.
Fewer retries02
Less back-and-forth.
You’re paying for help building, not an endless conversation. Find mixed messages that could turn one request into five corrections.
Less waste03
Stop spending on repeats.
Don’t let old or repeated instructions eat into your next session. Gradient helps you clear them up before you ask your AI to build.
More progress04
Get to the next feature.
Review Gradient’s suggestions with your AI, apply the fixes you want, then get back to the reason you bought that subscription.
THE UPGRADE IS IN WHAT YOU GET DONE.
Keep your favorite AI.
Raise your expectations.
Gradient is a free tool you run on your project. It spots instructions that disagree or repeat themselves and suggests fixes. Take those improvements into your next Claude, ChatGPT, or Cursor session and give your AI fewer reasons to go in circles.
Review the suggestions, choose your fixes, and keep building with the AI you already use.
GET GRADIENT FREE
Make your subscription
earn its keep.
Get Gradient, check your project, and bring the fixes to your usual AI coding tool. Gradient is free; the AI check may have a separate API cost.
01 / INSTALL GRADIENT
cargo install --locked --path apps/gradient-cliSetup currently needs the Gradient source files and Rust 1.97 or newer. Run this command from the source folder. You can ask your AI coding tool to help.
02 / CONNECT AN AI PROVIDERFollow the setup guide in apps/gradient-server/README.md to connect an AI provider. This uses API billing, which may be separate from your coding subscription. For a custom connection, set OPENAI_API_BASE_URL and OPENAI_API_KEY.
gradient --stream --cwd /path/to/project \
-p "Find instructions that waste my AI attempts. Suggest fixes I can use with my AI coding tool."