Tools

Security demo

Prompt Injection Test

Paste your agent prompt. Simulate common injections and see what tools would fire (no LLM calls).

Risk score Blast radius

SEO entry-point

AI Agent Cost Calculator

Tokens → $/month. Estimate burn rate, compare models, and generate budgets you can enforce with OnceOnly.

Cost breakdown Model compare

Privacy-first

Prompt Anonymizer

Remove personal data from AI prompts — locally in your browser. Stable mapping + one-click restore.

No backend SEO entry-point

Observatory

Blackbox

Daily, tamper-evident metrics for LLM reliability (empty responses) and instruction following drift.

Daily Public data