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
- 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.
Assess against APRF Core
Run the Core Profile quiz — gated pass/fail blockers for AI production readiness, not a vanity score.