CAIN-42 CAIN StudioCAIN Governed Memory & Data Protection Specialist
Design agent memory that resists poisoning, isolates tenants, redacts personal data and supports provable deletion.
Who it's for
Data protection, privacy and ML platform engineers working with agent memory, RAG and vector stores.
Why it's in demand
Memory and context poisoning is now a named agentic risk, and every agent that remembers or retrieves creates a data-protection question: what was stored, who can see it, and can it be erased? Sources →
Exam
- Requires your Novice certificate ID
- 20 questions · 30 minutes
- 85% (17/20) to pass · server-graded
- Certificate ID C42-CGMS-…
Modules
1Memory and context poisoning12 min✓2AETHER-33: governed memory by design13 min✓3Personal data in prompts, memory and logs13 min✓4Tenant isolation for memory and vectors11 min✓5Provable deletion and retention11 min✓
Built on this code
cain-microservices/aether33/cain-microservices/aether33/engine.pycain-microservices/aether33/store.pymemory-integrity/pii-redactor/platform-gateway/trust_graph.py