Play Browser · 101 plays

Solution plays

Production-grade FAI Protocol plays. Each ships with a manifest, infrastructure code, primitives, and an evaluation suite. All MIT.

← Home

Filter

Industry

Cloud

Azure101

Complexity

Primitives (must include all)

WAF pillars (must include all)

28 of 101 playsClear filters

26-semantic-search-enginemedium
Optimize scoring profiles, embedding model selection, query expansion, result re-ranking, cost per query
Optimize scoring profiles, embedding model selection, query expansion, result re-ranking, cost per query
primitives
10
waf
4
industry
general
- azure
28-knowledge-graph-raglarge
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
primitives
10
waf
5
industry
general
- azure
29-mcp-gatewaymedium
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
primitives
10
waf
5
industry
general
- azure
32-ai-powered-testingmedium
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
primitives
10
waf
4
industry
general
- azure
38-document-understanding-v2medium
Optimize model selection per doc type, classification thresholds, comparison accuracy, throughput
Optimize model selection per doc type, classification thresholds, comparison accuracy, throughput
primitives
10
waf
4
industry
general
- azure
44-foundry-local-on-devicemedium
Optimize model selection per device class, complexity routing thresholds, local vs cloud cost savings, quantization levels
Optimize model selection per device class, complexity routing thresholds, local vs cloud cost savings, quantization levels
primitives
10
waf
4
industry
general
- azure
50-financial-risk-intelligencelarge
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
primitives
10
waf
6
industry
general
- azure
63-fraud-detection-agentlarge
Optimize detection thresholds per transaction type, reduce false positives, tune velocity windows, calibrate ML model, improve graph analysis depth
Optimize detection thresholds per transaction type, reduce false positives, tune velocity windows, calibrate ML model, improve graph analysis depth
primitives
10
waf
5
industry
general
- azure
66-ai-infrastructure-optimizermedium
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
primitives
10
waf
5
industry
general
- azure
67-ai-knowledge-managementlarge
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
primitives
10
waf
5
industry
general
- azure
68-predictive-maintenance-ailarge
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
primitives
10
waf
5
industry
general
- azure
71-smart-energy-grid-ailarge
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
primitives
10
waf
5
industry
general
- azure