IndependentTrust-aware architectureEvidence-bound review
About the author
Nandakishore Leburu
Principal Engineer and independent researcher focused on trust-aware architectures for governed, explainable deployment of agentic systems.
Note: This is an independent project and does not represent any employer or organization.
About the project
Trust-Aware Architecture Copilot
A tool to review agent-based system architectures using deterministic checks and evidence-bound outputs. Supported findings must be backed by citations; missing coverage is reported as explicit gaps.
Trust contract
- Assertions and contradictions require citations.
- Absence is reported explicitly as a gap (not a claim).
- Outputs are designed to be auditable and reproducible.
Disclosure
This tool and its content are provided as-is and do not represent any employer or organization.
If you’re evaluating this for governed use, treat outputs as review assistance, not an authority and validate decisions against your own policies.
Evidence-bound outputs
Assertions and contradictions require citations. Missing coverage becomes an explicit ABSENCE/GAP.
Deterministic checks first
Rule packs run predictably and produce inspectable signals before any LLM analysis is used.
Governance-ready
Designed for auditability: clear scopes, severities, and review runs that can be reproduced.