Evaluation, Safety & Guardrails
Essays by the OneMind Strata Team. Click a title to open the full essay.
Stop Debating—Start Measuring: Practical LLM Eval Loops
Cross-Industry
Golden sets, rubric scoring, and error taxonomies that travel across teams.
Red Team Notes: Jailbreaks We Actually See
Public Sector
Real prompts, real mitigations, minimal drama.
Explainability that Practitioners Can Live With
Healthcare
Transparent rationales and human override without blocking action.
Guardrails as Product, Not Afterthought
Technology & Software
Treat safety as a feature with owners, backlog, and telemetry.
Incident Review Template for AI Failures
Resources & Utilities
Blameless learning + concrete control changes.