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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13-fine-tuning-workflowsmall
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
primitives
10
waf
3
industry
education
- azure
14-cost-optimized-ai-gatewaymedium
Optimize cache TTL, similarity threshold, PTU vs pay-as-you-go, routing rules, cost per request
Optimize cache TTL, similarity threshold, PTU vs pay-as-you-go, routing rules, cost per request
primitives
10
waf
4
industry
general
- azure
15-multi-modal-docprocsmall
Optimize vision vs OCR routing per page type, image resolution, batch throughput, cost per document
Optimize vision vs OCR routing per page type, image resolution, batch throughput, cost per document
primitives
10
waf
3
industry
general
- azure
16-copilot-teams-extensionsmall
Optimize Adaptive Card layouts, response quality, Graph API batching, caching strategy
Optimize Adaptive Card layouts, response quality, Graph API batching, caching strategy
primitives
10
waf
3
industry
developer-tools
- azure
17-ai-observabilitysmall
Optimize sampling rates, log retention tiers, alert thresholds, dashboard query performance, storage cost
Optimize sampling rates, log retention tiers, alert thresholds, dashboard query performance, storage cost
primitives
10
waf
3
industry
general
- azure
18-prompt-managementsmall
Optimize prompt token usage, A/B test analysis, template compression, few-shot example selection
Optimize prompt token usage, A/B test analysis, template compression, few-shot example selection
primitives
10
waf
3
industry
general
- azure
19-edge-ai-phi4small
Optimize quantization level (INT4/INT8), inference speed, prompt compression, battery impact, cloud sync frequency
Optimize quantization level (INT4/INT8), inference speed, prompt compression, battery impact, cloud sync frequency
primitives
10
waf
3
industry
general
- azure
20-anomaly-detectionsmall
Optimize sensitivity thresholds, reduce false positives, tune detection windows, alert fatigue reduction
Optimize sensitivity thresholds, reduce false positives, tune detection windows, alert fatigue reduction
primitives
10
waf
3
industry
general
- azure
23-browser-automation-agentmedium
Optimize 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
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
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
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