Guides · APRF practice notes
Reliability Guides
Keep AI-backed systems recoverable. Maps to APRF Reliability & Continuity, Change Management, and Incident Readiness.
Backups, restore, and continuity — APRF Reliability domain.
AI Production Readiness Framework
Related APRF controls
- AI Incident Response and SEV Playbooks
Hallucinated refunds, leaked corpus rows, and runaway agents are incidents—not "model quirks." APRF Incident Readiness expects SEV definitions, owners, and practiced playbooks.
- Backup Restore Testing: Best Practices
Backups are useless if they don't restore. Here's how often to test, what to verify, and how to document recovery so you're ready when it matters.
- What Happens If Backups Fail to Restore?
Backups are useless if they don't restore. Here's what happens when they fail and how to prevent it.
- Database Backup Never Tested: The Risk
You have automated backups. But have you ever restored from them? Here's why that's dangerous and how to fix it.
- Database Backup Strategy Best Practices
Database backup best practices: automated backups, point-in-time recovery, restore testing, RPO/RTO.
- RDS Backup Recovery Time Objective (RTO)
RTO is how long you can afford to be down. RDS automated backups, point-in-time recovery, and testing your RTO.
- Runbook Template for Production Outages
A runbook template for production outages. Database down, API down, high error rate. Copy and customize for your system.
- Why Small SaaS Apps Crash in Production
Small SaaS apps crash for common reasons. Connection pools, memory limits, no monitoring. Here's why and how to fix it.
- What Breaks When Traffic Spikes in SaaS?
Traffic spikes break things. Database connections, Lambda, memory, rate limits. Here's what to fix before you go viral.
Next: Reliability & Continuity
Open the related pillar specification for mandatory checks, artifacts, and pass conditions. Self-attest is optional.