Fix one real coding problem with Sanad

Pick a failing test, a risky diff, or a confusing file. Run the challenge in under 10 minutes. Keep your editor or terminal workflow and use Sanad on work that already matters. $1 First Fix credit is included for new accounts that sign in from this page.

Start the First Fix Challenge Install VS Code Extension Install Sanad CLI

Choose the surface that matches how you work

The challenge is intentionally small. It should prove whether Sanad can help inside your normal coding loop before you spend time on a larger rollout.

Sanad VS Code Extension

Open Sanad in VS Code, choose a server-listed model, and ask it to inspect the file, selection, or project problem in front of you.

Open Marketplace

Sanad CLI

Use Sanad from the terminal when the task starts with tests, diffs, logs, scripts, or repository-wide context.

Open npm package

One challenge prompt

Start with a task that has an obvious result: a passing test, a clearer bug explanation, or a safer implementation plan.

A terminal-ready challenge

If you prefer the command line, run this from inside a real repository after you sign in.

Sanad CLI

$ sanad login
$ sanad funding
$ sanad models
$ sanad run "review the current diff and identify the riskiest change"

What this experiment measures

First Fix is built for acquisition quality, not vanity traffic. The route is tagged so we can learn which channel brings developers who actually activate.

Activation

First successful request

A user signs in and gets a successful model response.

Commercial intent

First paid top-up

A user adds balance after seeing enough value to continue testing.

Retention signal

Return within 7 days

A user comes back with another real coding task instead of treating Sanad as a one-off demo.

Bring one real bug or review today.

Sanad is easiest to evaluate when the work is already in front of you.

Start the First Fix Challenge