Security
Security & Reliability
Production-grade controls, no buzzwords.
RBAC and audit trails where access matters.
Operationalized in every build.
Prompt injection awareness built into workflows.
Operationalized in every build.
Evaluation harness with regression gates.
Operationalized in every build.
Observability with redaction by default.
Operationalized in every build.
Threats and controls
How we mitigate real production risks
| Threat | Control |
|---|---|
| Prompt injection | Tool allowlists, schema validation, and citation requirements. |
| Data leakage | Redaction layer, least-privilege access, and logging controls. |
| Hallucinations | Retrieval QA, eval gates, and explicit uncertainty handling. |
| Abuse or overuse | Rate limits, quotas, and monitored usage patterns. |
| Regressions after updates | CI regression suite with blocking thresholds. |
| Latency spikes | Timeout budgets, caching, and explicit error states. |
Operational checklist
Production readiness standard
- Dockerized deployment with sane defaults
- Monitoring dashboard + alerting hooks
- Runbook with rollback steps
- Dependency pinning and audit checks