For codebases too big to hold in your head

Your assistant reads a few files. Your bug lives in the rest.

SuperSmart Coder works across your entire repository, up to 50 million tokens, so every change is made with the whole project in mind, not just the files in front of you.

14 days free · cancel anytime · your code is never executed

  1. 01One change landsMost help stops at the files nearby
  2. 02Seen across the whole codebaseIn every module, before the first edit
  3. 03Nothing left to chanceNo surprises in code nobody opened

The problem

The part of the codebase you didn't open is where things break.

Coding assistants are good at the file in front of them. Real changes are not about one file. In a large repository, what goes wrong usually sits in a directory nobody looked in.

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Lots of results, few answers

Looking something up in a big project returns pages of matches. Working out which ones matter is still left to you.

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Big projects outgrow the help

A large codebase is millions of lines. Most coding help only ever sees a small part of it, and fills in the rest with guesses.

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The fix breaks something else

The change looks right where it was made. The regression shows up in review, or in production, in code that was never part of the conversation.

What changes

From reading around the change to knowing all of it.

A typical sessionWith SuperSmart Coder
Understanding a changePieced together file by fileThe whole picture, before the first edit
Questions about your codeAnswers that cover part of the projectComplete answers, in seconds, at any size
Large repositoriesSlower and less reliable as the project growsThe same quality at any size, up to 50 million tokens
Before you mergeYou find the breakage in review, or laterProblems caught with the change, not after it

Proof, in public

It works on the Linux kernel. Every day, on the record.

The kernel is one of the largest codebases there is. SuperSmart Coder works through real security fixes on a live, public page: every step, every patch, every result, including the ones that need more work.

See the live record
39.6Mlines of source
83.6Kfiles in the tree
685Kfunctions covered
568fixes committed and verified

Getting started

Keep the way you work. Lose the blind spots.

  1. 1

    Start a free trial

    Sign up with your email. Fourteen days, cancel anytime.

  2. 2

    Install and sign in

    One command installs the client; your key signs you in.

  3. 3

    Bring your repository

    Up to 50 million tokens. Then work the way you already do, with the whole codebase behind every answer.

Your code is never run

It is read, never built or executed on our servers.

No size caps

The whole repository on every plan: no per-file or per-folder limits.

You set the spend

A prepaid balance and a monthly cap you choose. No surprises.

Bring the whole codebase.

Up to 50 million tokens. Every change made with the whole project in mind.

Start your free trial See pricing