Intelligence
Model advice, with defined limits
Span-02, Jev and D1 Ultra support prioritisation and analysis. Their recommendations inform the workflow; acceptance remains governed by verification and policy.

Use advice where it can be evaluated
Decision models can flag specification conflicts, rank context, triage failures and prioritise reviews. Responses carry sources and confidence, with deterministic fallbacks when advice is unavailable.

Keep recommendations separate from authority
Decision models cannot assign ownership, waive review, close findings or authorise publication. Their recommendations are evaluated against observed outcomes before influencing policy.
- Typed advice with provenance
- Calibrated, allowed to abstain
- Promoted by measured results only

Hyperfide Open Source
The core workflow, open source.
Manage specifications, coordinate agents and verify results on your own infrastructure, using your Claude Code and Codex profiles.
Hyperfide Custom
Configured for your team.
Work with Sidiora Labs on deployment, execution capacity and review policies, with support for planning and running your first programme.