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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14 of 101 playsClear filters

24-ai-code-review-pipelinemedium
Optimize review prompts, reduce noise/false positives, tune severity thresholds, model routing for cost
Optimize review prompts, reduce noise/false positives, tune severity thresholds, model routing for cost
primitives
10
waf
4
industry
developer-tools
- azure
27-ai-data-pipelinemedium
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
primitives
10
waf
5
industry
data-platform
- azure
31-low-code-ai-buildermedium
Optimize pipeline execution performance, model selection per step, template quality, deployment speed
Optimize pipeline execution performance, model selection per step, template quality, deployment speed
primitives
10
waf
4
industry
developer-tools
- azure
40-copilot-studio-advancedmedium
Optimize plugin latency, conversation context, Graph query efficiency, adaptive card rendering
Optimize plugin latency, conversation context, Graph query efficiency, adaptive card rendering
primitives
10
waf
4
industry
developer-tools
- azure
46-healthcare-clinical-ailarge
Optimize de-identification recall, clinical coding accuracy, drug interaction grounding, response latency, evidence sourcing
Optimize de-identification recall, clinical coding accuracy, drug interaction grounding, response latency, evidence sourcing
primitives
10
waf
5
industry
developer-tools
- azure
51-autonomous-coding-agentmedium
Optimize plan accuracy, reduce iteration cycles, improve test coverage, tune auto-merge criteria, minimize token cost per PR
Optimize plan accuracy, reduce iteration cycles, improve test coverage, tune auto-merge criteria, minimize token cost per PR
primitives
10
waf
4
industry
developer-tools
- 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
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
69-carbon-footprint-trackermedium
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
primitives
10
waf
4
industry
data-platform
- azure
76-accessibility-learning-agentmedium
Optimize 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
86-public-safety-analyticsmedium
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
primitives
10
waf
4
industry
data-platform
- azure