Play Browser · 101 plays
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Production-grade FAI Protocol plays. Each ships with a manifest, infrastructure code, primitives, and an evaluation suite. All MIT.
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- 43-ai-video-generationmediumOptimize 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
- 44-foundry-local-on-devicemediumOptimize 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
- 45-realtime-event-aimediumOptimize batch size, anomaly thresholds, LLM-to-rule ratio, consumer scaling, alert aggregation, checkpoint intervals
Optimize batch size, anomaly thresholds, LLM-to-rule ratio, consumer scaling, alert aggregation, checkpoint intervals
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 52-ai-api-gateway-v2mediumOptimize routing rules (complexity-based), cache hit rate, circuit breaker timing, cost per query, per-consumer quotas
Optimize routing rules (complexity-based), cache hit rate, circuit breaker timing, cost per query, per-consumer quotas
- primitives
- 10
- waf
- 4
- industry
- developer-tools
- azure
- 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
- 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
- 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
- 76-accessibility-learning-agentmediumOptimize 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