DevTools Staff Blog 48 posts

Shipping notes from the team building the platform.

Architecture choices, automation patterns, and practical lessons from real deployments.

Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle
Featured Apr 9, 2026 7 min read @alshival

Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle

Alshival research note: our publication frames ML encrypt/decrypt as a breach-resilience theory in which cloud-vault artifacts come from a stochastic, information-losing process, making reconstruction dependent on trusted-device models rather than artifact access alone.

Alshival.Ai is relaunching their blog platform!
Jan 22, 2026 • 1 min read
Alshival.Ai is relaunching their blog platform!

Alshival.Ai is launching a staff blog platform. Our own substack, if you will. This is a test blog post. Test test test test test test test test test …

Samuel Cavazos
We Signed a HIPAA BAA with OpenAI
Dec 21, 2025 • 2 min read
We Signed a HIPAA BAA with OpenAI

Our HIPAA Business Associate Agreement with OpenAI is live, unlocking GPT-powered copilots that meet hospital-grade safeguards.

Samuel Cavazos