Minimum useful detail
Include the affected route, component or revision; minimal reproduction steps; the expected and observed boundary; and whether personal data, customer files or credentials may be exposed.
Independent review
Challenge a GPU decision before you commit
Start with a normal email. A short problem statement, shortlist or up to three redacted quotes is enough to discuss fit; no account, calculator or dossier is required.
Private security reporting
Report a vulnerability without exposing it
Do not open a public issue with exploit details, credentials, customer information or provider account data. Send a private report to enriqueluislloret@gmail.com.
Redact sensitive evidence
Never send live secrets or confidential customer artifacts. Use redacted examples and provide a safe private contact method for follow-up.
Scope and coordination
Report issues caused by SaaS Sentinel code or publication here; report an external provider's own system to that provider. The operator will reproduce privately and coordinate disclosure after a verified fix.
Scope of a review
Evidence and challenge, not a paid ranking
A review examines hard constraints, cost boundaries, uncertainty, alternatives and procurement questions. Commercial relationships never change the underlying ranking. Pricing and availability remain subject to provider confirmation.
Useful
A redacted dossier, decision deadline, required regions and the assumptions you most want challenged.
Keep private
Credentials, customer names, proprietary datasets, private contract text and unreleased architecture details.
Provider introductions
No scenario or contact detail is shared with a provider unless you explicitly choose that provider and consent.
If you spot an issue
What helps most in a correction request
Email enriqueluislloret@gmail.com and include the calculator URL plus the provider source page you want checked.
If you prefer, you can also connect through LinkedIn.
This site does not provide technical support for external GPU cloud providers. Do not include account credentials, API keys, billing records, or other sensitive data in a correction request.
Public profile
Additional identity signal
The public LinkedIn profile is linked for accountability and direct verification: view profile.