Developer route
Independent observation should add visibility without pretending to replace developer responsibility.
Developers understand their systems, deployment contexts and operating constraints. FASO needs that expertise to test whether its proposed observation method is technically meaningful, proportionate and safe.
Developer route
Why a developer should engage
A neutral observation history may support change review, incident reconstruction, assurance dialogue and evidence continuity across versions—if it can be integrated without creating new risk.
Test the observation model
Challenge the questions, evidence requirements, model routing, replay logic and practical usefulness.
Define safe evidence boundaries
Explain what can be supplied, de-identified, simulated or independently held without exposing protected systems.
Assess operational burden
Test whether the proposed process produces enough additional signal to justify time, security and integration costs.
Shape independent validation
Help identify representative trajectories, negative controls, comparison methods and unacceptable failure modes.
What FASO offers
A defined exchange, not a vague invitation.
- A bounded explanation of the FASO architecture and evidence requirements.
- A route to challenge the method as it progresses towards independent validation and wider use.
- Purpose-limited evidence access with raw developer material controlled by default.
- Clear separation between source evidence, FASO analysis and public output.
- A factual-correction route that does not become a veto over supported findings.
- No onward transfer, model training or secondary use outside explicit lawful authority.
- The same participation and publication rules regardless of country or organisational power.
- Clear separation between discussion, participation, partnership and endorsement.
Participation boundary
FASO does not ask developers to surrender protected implementation.
Engagement begins with technical scoping and safe evidence design. The public website is not a raw-evidence portal. Any data access, validation role or pilot participation requires separate authority, security, provenance, retention and publication rules. FASO does not obtain a right to disclose sensitive evidence merely because it is allowed to review it.
Take the next step
Nominate a technical lead for an initial scoping discussion.
The first conversation asks whether the observation proposition is useful, testable and safe—not whether the developer endorses FASO.