77 docs tagged with "plugin"

Autonomous RAG where the AI agent controls retrieval — decides when to search, which sources to query, iterates on results.

AI Evaluation Suite — groundedness, coherence, relevance, fluency, and safety scoring. Build evaluation pipelines with Azure AI Evaluation SDK.

Azure AI Landing Zone — subscription vending, network topology, RBAC, policy enforcement.

Advanced AI Landing Zone — multi-region deployment, private endpoints, Azure Firewall, DDoS protection, sovereign cloud patterns.

AI Observability — distributed tracing for LLM calls, token usage dashboards, latency monitoring, evaluation score tracking.

AI Search Portal — full-text and vector hybrid search with semantic ranking, faceted navigation, autocomplete.

Anomaly Detection — real-time and batch anomaly detection for time-series, metrics, and log data. Uses Azure AI Anomaly Detector, custom ML models.

Architecture Patterns — cloud design patterns, domain-driven design, microservices, event sourcing, CQRS.

Azure AI Services — OpenAI, AI Search, Document Intelligence, Language, Speech, Vision.

Azure Containers — AKS, Container Apps, Container Registry, and Dockerized deployment patterns. GPU workloads, KEDA autoscaling.

Azure Data Services — Cosmos DB, SQL Database, Blob Storage, Data Explorer, and Redis Cache patterns. Schema design, partition strategies.

Azure Identity & Security — Managed Identity, Key Vault, RBAC, Conditional Access.

Azure Infrastructure — landing zones, hub-spoke networking, private endpoints, Azure Policy, RBAC.

Azure Messaging — Service Bus, Event Hubs, and Event Grid patterns for async communication, event sourcing.

Azure Monitoring — Application Insights, Log Analytics, KQL queries, alert rules, workbooks.

Azure Serverless — Functions, Logic Apps, Event Grid, and Durable Functions patterns. Event-driven architectures with consumption-based scaling.

AI-driven web task execution using Playwright MCP and GPT-4o Vision — navigate websites, extract data, fill forms.

Call Center Voice AI — real-time speech-to-text, intent classification, sentiment analysis.

CI/CD Automation — GitHub Actions, Azure DevOps pipelines, build matrices, deployment gates.

Code Quality — automated code review, refactoring suggestions, dead code removal, complexity analysis.

Content Moderation — real-time text, image, and multi-modal content safety with Azure AI Content Safety. Includes severity scoring.

Content Safety Toolkit — Azure AI Content Safety integration, custom blocklists, severity thresholds, image moderation, prompt injection detection.

Context Engineering — maximize AI effectiveness with structured context, memory banks, knowledge wiring.

Copilot Studio Bot — custom copilot experiences with Microsoft Copilot Studio, Power Virtual Agents.

Copilot for Teams Extension — declarative agents, API plugins, message extensions.

Cost-Optimized AI Gateway — intelligent model routing, token budget enforcement, request caching, rate limiting.

C# .NET Development — ASP.NET Core, Minimal API, Blazor, MAUI, EF Core, xUnit/NUnit testing.

C# MCP Development — build Model Context Protocol servers in C# with .NET SDK, ASP.NET Core hosting, dependency injection, and Azure deployment patterns.

Database administration and optimization — PostgreSQL, SQL Server, Cosmos DB modeling, query optimization, migration planning, and data pipeline patterns.

Design System — UI components, design tokens, theming, responsive layouts, accessibility, animations, and form patterns. Build consistent.

Deterministic AI Agent — finite state machines, rule-based routing, guardrailed tool use.

DevOps and on-call operations — incident triage, Azure resource diagnostics, KQL query generation, deployment automation.

Docker Containerization — multi-stage builds, distroless images, BuildKit caching, health checks.

Document Intelligence — OCR, form extraction, table recognition.

Edge AI with Phi-4 — deploy small language models on edge devices, IoT hubs, and local inference servers. Quantization, ONNX optimization.

Production-grade Retrieval-Augmented Generation pipeline with Azure AI Search, OpenAI embeddings, Container Apps deployment, and WAF-aligned evalua...

FAI Discovery — meta-plugin for exploring and recommending agents, instructions, skills, hooks.

The essential FAI toolkit — WAF-aligned agents (security reviewer, cost optimizer, architect), cross-cutting instructions (OWASP, agent-safety.

FAI Protocol Starter — quickstart for the FAI Protocol ecosystem. Scaffold fai-manifest.json, fai-context.json.

Fine-Tuning & MLOps — dataset curation, model training, hyperparameter optimization, model registry.

Fine-Tuning Workflow — dataset preparation, training job orchestration, evaluation pipelines, model registry.

Frontend Web Development — React, Angular, Vue, Svelte, Astro, and Tailwind CSS patterns. Component architecture, state management, accessibility.

Go Development — high-performance services, gRPC APIs, concurrent patterns, and cloud-native tooling. Idiomatic Go with table-driven tests.

Go MCP Development — build high-performance MCP servers in Go with goroutine concurrency, gRPC transport, and minimal memory footprint for edge deployment.

Incident Response — on-call triage, KQL query generation, Azure resource diagnostics, runbook automation.

IT Ticket Resolution — automated incident classification, knowledge base search, resolution suggestion.

Java Development — Spring Boot, Quarkus, JUnit 5, Gradle/Maven builds, and microservice patterns. Enterprise Java with reactive streams.

Java MCP Development — build MCP servers in Java with Spring Boot, reactive streams, Maven/Gradle builds, and enterprise middleware integration.

Kotlin MCP Development — build MCP servers in Kotlin with Ktor, coroutines, multiplatform support, and Android-compatible tool implementations.

Kubernetes Orchestration — cluster setup, Helm charts, KEDA autoscaling, Dapr sidecars, Istio service mesh.

LLM Observability — trace every LLM call with input/output logging, token counts, latency percentiles, cost attribution.

Mobile Development — Swift/SwiftUI for iOS, Kotlin for Android, .NET MAUI for cross-platform.

Model Serving on AKS — GPU-accelerated inference, autoscaling with KEDA, model versioning, A/B deployment.

Multi-Agent Service — orchestrated agent teams with supervisor patterns, tool delegation, shared memory.

Deploy specialized AI agents that collaborate via supervisor, pipeline, and debate patterns — .

Multi-Modal Document Processing — combine OCR, vision, speech, and text analysis for complex document workflows. Extract structured data from PDFs.

Oracle Migration — Oracle-to-PostgreSQL and Oracle-to-Azure SQL migration patterns. Schema conversion, PL/SQL translation, data pipeline design.

PHP MCP Development — build MCP servers in PHP with Laravel integration, Composer packaging, Swoole async runtime, and WordPress compatibility.

Power BI Analytics — DAX formulas, data modeling, report design, dashboard layout.

Power Platform AI integration — Power Apps code components, Power BI DAX and modeling, Power Automate flow design, Dataverse SDK patterns.

Project Planning — PRDs, epic breakdown, implementation plans, technical spikes.

Prompt Engineering — chain-of-thought, few-shot, tree-of-thought, and meta-prompting patterns. Template management, dynamic prompt assembly.

Prompt Management — version-controlled prompt templates, A/B testing, evaluation pipelines.

Python Full-Stack — FastAPI, Django, Flask, Pydantic, SQLAlchemy, pytest, and async patterns. Data science to web APIs with type safety.

Python MCP Development — build MCP servers in Python with FastMCP, asyncio, Pydantic models, type-safe tool schemas, and Azure Functions hosting.

Responsible AI — content safety, bias testing, fairness metrics, transparency cards.

Ruby MCP Development — build MCP servers in Ruby with Rails integration, Rack middleware, Sorbet typing, and Bundler gem packaging.

Rust Development — systems programming, zero-cost abstractions, async with Tokio, WASM targets.

Rust MCP Development — build blazing-fast MCP servers in Rust with Tokio async runtime, RMCP SDK, WASM compilation, and zero-allocation tool handlers.

Salesforce Integration — Apex development, Lightning Web Components, SOQL optimization, Salesforce MCP connectors.

Security Hardening — OWASP Top 10, secrets scanning, dependency auditing, supply chain security, threat modeling.

Swift MCP Development — build MCP servers in Swift with Vapor framework, SwiftUI tool previews, iOS/macOS native integration.

Technical Documentation — API references, architecture guides, README generation, changelog automation, tutorials.

Terraform IaC — module authoring, state management, workspace strategies, provider configuration.

AI-powered testing — unit test generation, integration testing, E2E with Playwright, AI evaluation pipelines.

TypeScript Full-Stack — Next.js, React, NestJS, Prisma, Zod, Vitest, and end-to-end type safety. Modern web development with server components.

TypeScript MCP Development — build MCP servers in TypeScript with Node.js, Express/Fastify hosting, Zod schema validation, and npm package distribution.