Packs

3 packs

Deploy GKE Cluster

Creates a GKE cluster, configures networking, sets up observability, and applies reliability patterns.

5 skills · pack

Diagnose and Fix AI Workflow

Diagnoses an AI workflow and applies structured improvements for quality and reliability.

4 skills · pack

Google Cloud Well-Architected

For architects evaluating Google Cloud workloads against the Well-Architected Framework pillars: reliability, cost optimization, and operational excellence.

6 skills · pack

Results for “reliability”

3 skills

Quantifies how sensitive a language model benchmark's reliability and ranking stability are to specific design choices, such as the selection of scenarios, subscenarios, examples, and few-shot prompts. Use when the user has predictions and gold and needs to compute DIoR.

More results

Quantifies the minimum accuracy gap needed between two models for a sampled micro-benchmark to reliably preserve their ranking, using the MDAD metric from Yauney et al. (2025).

Enforces rigorous ML modeling, feature engineering, training, and evaluation standards at principal-engineer level.