Primitives

fai-token-budget-enforce

Enforce token budgets per user/team with tracking and alerting

fai-tune-01-enterprise-rag

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fai-tune-02-ai-landing-zone

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fai-tune-03-deterministic-agent

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fai-tune-04-call-center-voice-ai

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fai-tune-05-it-ticket-resolution

Tune Play 05 (IT Ticket Resolution) classifier routing, priority scoring, SLA thresholds, and escalation model config.

fai-tune-06-document-intelligence

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fai-tune-07-multi-agent-service

Tune Play 07 (Multi-Agent Service) agent orchestration, handoff rules, model routing, and inter-agent communication config.

fai-tune-08-copilot-studio-bot

Tune Play 08 (Copilot Studio Bot) topic routing, generative answers config, handoff triggers, and channel settings.

fai-tune-09-ai-search-portal

Tune Play 09 (AI Search Portal) semantic ranking, scoring profiles, suggesters, and index schema for optimal relevance.

fai-tune-10-content-moderation

Tune Play 10 (Content Moderation) severity thresholds, category blocklists, Prompt Shields config, and review workflows.

fai-tune-11-ai-landing-zone-advanced

Tune Play 11 (AI Landing Zone Advanced) hub-spoke topology, private DNS, governance policies, and network segmentation.

fai-tune-12-model-serving-aks

Tune Play 12 (Model Serving AKS) GPU node pools, vLLM configuration, autoscaling policies, and inference optimization.

fai-tune-13-fine-tuning-workflow

Tune Play 13 (Fine-Tuning Workflow) training hyperparameters, dataset validation, LoRA config, and evaluation metrics.

fai-tune-14-cost-optimized-ai-gateway

Tune Play 14 (Cost-Optimized AI Gateway) model routing rules, token budgets, caching policies, and APIM rate limiting.

fai-tune-15-multi-modal-docproc

Tune Play 15 multi-modal document processing with OCR, vision model selection, extraction confidence, and fallback routing.

fai-tune-16-copilot-teams-extension

Tune Play 16 Teams extension behavior with command routing, intent matching, adaptive card payloads, and auth flow.

fai-tune-17-ai-observability

Tune Play 17 observability settings for traces, semantic metrics, alert thresholds, and log retention policy.

fai-tune-18-prompt-management

Tune Play 18 prompt management with version gates, A/B split, rollback policy, and template lint checks.

fai-tune-19-edge-ai-phi4

Tune Play 19 edge deployment for Phi-4 with quantization, device constraints, and offline fallback behavior.

fai-tune-20-anomaly-detection

Tune Play 20 anomaly detection with window sizing, seasonality handling, threshold calibration, and alert suppression.

fai-tune-21-agentic-rag

Tune Play 21 agentic RAG with planner depth, retrieval fan-out, reranker policy, and citation strictness.

fai-tune-22-multi-agent-swarm

Tune Play 22 swarm behavior with role assignment, consensus thresholds, conflict policy, and budget controls.

fai-tune-23-browser-automation-agent

Tune Play 23 browser automation with selector strategy, retry policy, anti-flake waits, and safety restrictions.