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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- 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
- 61-content-moderation-v2mediumOptimize 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-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
- 65-ai-training-curriculummediumOptimize 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
- 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
- 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
- 93-continual-learning-agentmediumOptimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
Optimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
- primitives
- 10
- waf
- 4
- industry
- education
- azure
- 96-realtime-voice-agent-v2mediumOptimize streaming latency, voice quality, function call filler speech, emotion sensitivity
Optimize streaming latency, voice quality, function call filler speech, emotion sensitivity
- primitives
- 10
- waf
- 4
- industry
- media
- azure