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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19 of 101 playsClear filters

05-it-ticket-resolutionsmall
Optimize routing rules, confidence thresholds, model selection, KB retrieval quality
Optimize routing rules, confidence thresholds, model selection, KB retrieval quality
primitives
10
waf
3
industry
customer-support
- azure
10-content-moderationsmall
Optimize category thresholds, reduce false positives, custom blocklist management, latency
Optimize category thresholds, reduce false positives, custom blocklist management, latency
primitives
10
waf
3
industry
media
- 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
27-ai-data-pipelinemedium
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
primitives
10
waf
5
industry
data-platform
- azure
30-ai-security-hardeningmedium
Optimize detection patterns, reduce false positives on legitimate requests, tune sensitivity thresholds
Optimize detection patterns, reduce false positives on legitimate requests, tune sensitivity thresholds
primitives
10
waf
4
industry
security
- azure
43-ai-video-generationmedium
Optimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
Optimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
primitives
10
waf
4
industry
media
- azure
54-ai-customer-support-v2large
Optimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
Optimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
primitives
10
waf
5
industry
customer-support
- azure
61-content-moderation-v2medium
Optimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
Optimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
primitives
10
waf
4
industry
media
- azure
62-federated-learning-pipelinelarge
Optimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
Optimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
primitives
10
waf
5
industry
education
- azure
65-ai-training-curriculummedium
Optimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
Optimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
primitives
10
waf
4
industry
media
- azure
69-carbon-footprint-trackermedium
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
primitives
10
waf
4
industry
data-platform
- azure
76-accessibility-learning-agentmedium
Optimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
Optimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
primitives
10
waf
4
industry
education
- azure