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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- 23-browser-automation-agentmediumOptimize step count, wait strategies, selector resilience, screenshot resolution, action success rate
Optimize step count, wait strategies, selector resilience, screenshot resolution, action success rate
- primitives
- 11
- waf
- 4
- industry
- general
- azure
- 38-document-understanding-v2mediumOptimize 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
- 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
- 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
- 77-research-paper-aimediumOptimize search relevance, extraction precision, synthesis coherence, citation coverage
Optimize search relevance, extraction precision, synthesis coherence, citation coverage
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 78-precision-agriculture-agentmediumOptimize NDVI thresholds, classification models, irrigation scheduling, variable-rate prescriptions
Optimize NDVI thresholds, classification models, irrigation scheduling, variable-rate prescriptions
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 80-biodiversity-monitormediumOptimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
Optimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 82-construction-safety-aimediumOptimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
Optimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
- primitives
- 10
- waf
- 4
- industry
- security
- azure
- 83-building-energy-optimizermediumOptimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
Optimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 87-dynamic-pricing-enginemediumOptimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
Optimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
- primitives
- 10
- waf
- 4
- industry
- general
- azure