LAB · Operations
LLM SLO & Capacity Planner
Calculate error budget, approximate concurrency, and operating gates for latency, quality, and availability.
- Suggested time
- 12 min
- Output artifact
- A compound SLO that includes quality, not only uptime.
- Privacy
- Entered operational telemetry is not stored.
Local educational tool. Validate every result before production use.
When to use it
SLO and capacity
Use it before committing service levels or when turning measured traffic and latency into capacity and an error budget.
How to use it well
- 1
Enter a real case without secrets or personal data.
- 2
Run, inspect, and challenge the assumptions; the output is not automatic truth.
- 3
Save the artifact in your project and turn it into a reviewable test or decision.
Related foundations
Production Engineering for LLM Systems
LLM Observability: Traces, Spans, Metrics, and Alerts
Associated Labs: 01_trazas_manuales.py and 02_langsmith_tracing.py
Open foundation5 min09 — Safety in Production: Policies, Guardrails, and Response
Safety is maintaining behavior within defined harm limits, even with adversarial inputs, uncertainty, and distribution shifts. It is not the same as security: security protects assets from threats; safety reduces harmful
Open foundation