The work that happens after the exciting part is over.
AI deployments aren’t “set it and forget it.” They’re closer to a new employee in their first 90 days — they need continuous feedback, course correction, and someone watching the output.
Key Concepts
- LLM Drift — The model changed. Your output quality changed with it.
- Silent Failure — When everything looks fine but nothing is working
- Knowledge Base Decay — The facts rot. The AI keeps answering confidently.
Coming Soon
- Monitoring and alerting setup
- Token usage tracking
- Cost optimization
- Model version pinning
- A/B testing for prompts
Operations content focuses on the day-to-day reality: budgets, maintenance windows, and the tools that catch problems before they reach users.