JustHandled Labs
// human-reviewed release evidence

Know what is actually verified before you launch.

Supply one sanitized snapshot of an AI-built app and the release claims that matter. Get a concise evidence ledger that separates reproduced results from failures, unresolved questions, and checks that cannot be assessed safely.

$149fixed-price async review · one bounded app · one snapshot

What you receive

Claim-to-evidence ledger

Each critical release claim is tied to the supplied evidence and a reproduced result where safe.

Launch blockers

A short list ranked by consequence, reproducibility, and the evidence required to close it.

Artifact receipt

Checksums identify the exact snapshot and evidence bundle reviewed, so a later recheck has a stable baseline.

Prioritized remediation

Concrete next actions focused on the highest-consequence gaps, without pretending every finding has equal weight.

Four states, no invented certainty

PASSThe stated check was reproduced against the pinned snapshot.
FAILThe observed evidence conflicts with the claim or reproducibly fails.
REVIEWEvidence conflicts, is ambiguous, or requires an owner decision.
CANNOT_ASSESSRequired evidence or safe access was not supplied.

The review may use existing JustHandled checks for fake-finished code, weak tests, personal-data exposure, pre-launch safety, browser behavior, and restore readiness when they fit the supplied app.

Scope and safety boundary

The review covers one bounded application and one public repository, sanitized local snapshot, or exported evidence bundle. Complete materials are normally returned within two business days.

Never send passwords, API keys, production credentials, session cookies, payment information, or private customer data. This is not a penetration test, legal opinion, regulatory certification, or guarantee that an application is secure.

An optional post-remediation recheck of the agreed blockers is available for $49 against a new checksum-pinned snapshot.

Request the intake checklist before sending files.

Describe the app, the critical workflows, and the claims you need verified. You will receive the bounded intake and sanitization rules first.

Request the $149 review intake