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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36 of 101 playsClear filters

26-semantic-search-enginemedium
Optimize scoring profiles, embedding model selection, query expansion, result re-ranking, cost per query
Optimize scoring profiles, embedding model selection, query expansion, result re-ranking, cost per query
primitives
10
waf
4
industry
general
- azure
28-knowledge-graph-raglarge
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
primitives
10
waf
5
industry
general
- azure
29-mcp-gatewaymedium
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
primitives
10
waf
5
industry
general
- azure
32-ai-powered-testingmedium
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
primitives
10
waf
4
industry
general
- azure
34-edge-ai-deploymentmedium
Optimize container size, rollout strategy, model update frequency, fleet health monitoring
Optimize container size, rollout strategy, model update frequency, fleet health monitoring
primitives
10
waf
4
industry
healthcare
- azure
38-document-understanding-v2medium
Optimize 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
44-foundry-local-on-devicemedium
Optimize 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
50-financial-risk-intelligencelarge
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
primitives
10
waf
6
industry
general
- azure
52-ai-api-gateway-v2medium
Optimize 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
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
56-semantic-code-searchmedium
Optimize 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
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