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.
Filter
54 of 101 playsClear filters
- 56-semantic-code-searchmediumOptimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
Optimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
- primitives
- 10
- waf
- 4
- industry
- developer-tools
- azure
- 57-ai-translation-enginemediumOptimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
Optimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 58-digital-twin-agentmediumOptimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
Optimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 62-federated-learning-pipelinelargeOptimize 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
- 63-fraud-detection-agentlargeOptimize 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-optimizermediumOptimize 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-managementlargeOptimize 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-ailargeOptimize 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-ailargeOptimize 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
- 73-waste-recycling-optimizermediumOptimize vision model accuracy, route parameters, collection scheduling, contamination thresholds
Optimize vision model accuracy, route parameters, collection scheduling, contamination thresholds
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 74-ai-tutoring-agentmediumOptimize difficulty curves, Socratic prompt quality, hint timing, engagement metrics
Optimize difficulty curves, Socratic prompt quality, hint timing, engagement metrics
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 75-exam-generation-enginesmallOptimize difficulty calibration, distractor quality, Bloom's distribution, generation cost
Optimize difficulty calibration, distractor quality, Bloom's distribution, generation cost
- primitives
- 10
- waf
- 3
- industry
- general
- azure