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.

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12 of 101 playsClear filters

100-fai-meta-agentlarge
Optimize routing model, play matching, combination rules, recommendation feedback loop
Optimize routing model, play matching, combination rules, recommendation feedback loop
primitives
10
waf
6
industry
general
- azure
13-fine-tuning-workflowsmall
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
primitives
10
waf
3
industry
education
- azure
18-prompt-managementsmall
Optimize prompt token usage, A/B test analysis, template compression, few-shot example selection
Optimize prompt token usage, A/B test analysis, template compression, few-shot example selection
primitives
10
waf
3
industry
general
- azure
22-multi-agent-swarmlarge
Optimize swarm size, agent selection strategy, voting thresholds, parallel vs sequential, cost per task
Optimize swarm size, agent selection strategy, voting thresholds, parallel vs sequential, cost per task
primitives
11
waf
5
industry
general
- azure
46-healthcare-clinical-ailarge
Optimize de-identification recall, clinical coding accuracy, drug interaction grounding, response latency, evidence sourcing
Optimize de-identification recall, clinical coding accuracy, drug interaction grounding, response latency, evidence sourcing
primitives
10
waf
5
industry
developer-tools
- azure
48-ai-model-governancelarge
Optimize A/B test duration, traffic split ratios, drift detection thresholds, rollout speed, approval SLA
Optimize A/B test duration, traffic split ratios, drift detection thresholds, rollout speed, approval SLA
primitives
10
waf
5
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
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
99-enterprise-ai-governance-hublarge
Optimize review cadence, risk classification rules, policy enforcement, dashboard metrics
Optimize review cadence, risk classification rules, policy enforcement, dashboard metrics
primitives
10
waf
5
industry
general
- azure