Catch silent failures across pull requests, repos, and local files. Mitari reviews data science, analytics, and ML code for leakage, evaluation mistakes, reproducibility bugs, and production risks — in GitHub, across repos, and through an API.
From pull-request review to repo-wide observability, automated fix branches, and an API for local files — Mitari covers the full code-quality loop for data, analytics, and ML teams.
Catch data and ML bugs before they merge.
Map issue patterns across repos and files.
Turn selected findings into targeted fix branches.
Review local SQL and Python files from scripts and CI.
No infrastructure to run. Connect GitHub, upload, or POST a file.
Install the GitHub App, or POST a file to the Mitari API.
Fathom inspects every changed file for leakage, eval mistakes, and reproducibility bugs.
Severity-ranked issues land in PR Checks, the Observability graph, and the Run Report.
Generate a verifier-safe fix PR for selected findings, or fetch results from the API.
Mitari maps every reviewed file in your repo to a single graph — clustered by severity, ranked by Fathom score. Spot the riskiest modules at a glance, drill into a file, and rerun Fathom from the node itself.
Pick the findings you want addressed, and Mitari opens a focused fix branch — bounded by semantic-drift checks, syntax verification, and a fix-blocked surface when the change isn't safe to apply.
POST a SQL or Python file to Mitari's REST API, poll for the result, and link straight to the Run Report. Authenticate with an API key generated from your account.
$ curl -X POST "https://mitari.ai/api/v1/reviews/files" \ -H "Authorization: Bearer $MITARI_API_KEY" \ -F "filename=query.sql" \ -F "file=@query.sql"
{
"status": "succeeded",
"counts": {
"critical": 2,
"warnings": 1,
"opportunities": 0
},
"run_url": "https://mitari.ai/app/runs/123"
}
Authenticated, rate-limited at 100 requests/hour, and integrated with the same Run Report your team already uses.
Sign up to use the API →
Every run produces a report card with critical issues, warnings, and opportunities — plus a button to launch Mitari's fix PR directly.
Self-serve sign up takes a minute. Enterprise teams get a tailored onboarding.