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public roadmap / active work

Now & next.

Coffre and Neuris are now public. Here is what is live today and what is still moving toward release.

Live
02 projects
Upcoming
01 project
Focus
Security tools
Updated
15 Aug 2026

Now / in public

Deployed, then improved.

Going live is a milestone, not a finish line. Coffre and Neuris remain active projects, while Ayano is the next planned release.

01

Password security / live

Coffre is deployed.

The password manager is live as a public beta. Coffre Teams now adds shared vaults, invitations, role-based access, protected actions, and tighter control over who can retrieve each secret.

live
02

AI security / live

Neuris is deployed.

The input-firewall experiment is now public, including the classifier, its five security categories, and the limits it still has.

live
03

Vulnerability research / upcoming

An improved Ayano.

The next version of the CVE-analysis tool will build on the current CLI and make vulnerability research context more useful and easier to trace.

Current repository
upcoming project