# Agentic Ai Projects And Mastery
All Agentic Ai Projects And Mastery notes →What is Azure AI Services
Microsoft's Azure AI service catalog — account models (single- vs multi-service), Azure OpenAI's deployment-based access pattern, Azure AI Search as the RAG grounding layer, and the single-service capability catalog (Vision, Language, Speech, Document Intelligence).
What is Azure SRE Agent (Microsoft)
Microsoft's AI agent embedded in Azure for autonomous incident response — acknowledges alerts from PagerDuty/ServiceNow/Azure Monitor, investigates via Azure Monitor/App Insights/Kusto, executes configurable Incident Response Plans with tunable autonomy, and learns across incidents via Session Insights.
What is Harness Engineering
The discipline of designing everything that wraps a raw LLM into a reliable agent — tool contracts, system prompt architecture, context/memory management, permission gates, and feedback loops. Distinct from prompt engineering and model training.
What is HolmesGPT
Robusta.dev's open-source SRE agent (CNCF Sandbox) for investigating production incidents across Kubernetes, VMs, cloud services, and databases — an agentic tool-calling loop over 70+ toolsets, not a chatbot or RAG system, with a proactive 'operator mode' that monitors and opens fix PRs without a human trigger.
What is Gemini Enterprise Agent Platform
Google's April 2026 unification of agent tooling — a four-stage lifecycle (build, scale, govern, optimize) wrapping Agent Studio/ADK, a stateful Agent Runtime, an Identity/Registry/Gateway governance stack, and native A2A + MCP interop.
What is Google ADK
Google's open-source, code-first Agent Development Kit — a multi-language framework for building, evaluating, and deploying agents, positioned as an 'agent execution framework' rather than a toolkit.
What is Vertex AI
Google Cloud's managed ML/AI platform — as of 2026 rebranded and consolidated into the Gemini Enterprise Agent Platform, bundling 200+ foundation models, Agent Builder, and a managed agent runtime (formerly 'Agent Engine').
What is CrewAI
Open-source Python framework for multi-agent orchestration — role-based 'Crews' for autonomous collaboration and event-driven 'Flows' for precise control, now a de facto standard for production agentic pipelines.
What is Hermes Agent
Nous Research's open-source, self-hosted AI agent that runs continuously on your own server, builds persistent memory over time, and distills its own reusable 'skills' from completed tasks.
What is MCP Toolbox
Google's open-source MCP server for databases (formerly Gen AI Toolbox for Databases) — production-ready (v1.0.0) prebuilt tools that connect agents and IDEs directly to AlloyDB, Spanner, Cloud SQL, BigQuery, and more, with OAuth2 zero-trust gating.
What is Mem0
Universal memory layer for AI agents — combines vector search, a knowledge graph, and key-value caching behind one API, so any framework can bolt on persistent, cross-session memory in under a day.
What is OpenClaw
Self-hosted, model-agnostic personal AI agent (by Peter Steinberger) that gets full computer access — browser, filesystem, shell — and is reachable from 29+ chat platforms, positioned against SaaS agent walled gardens.
What is Playwright
Microsoft's cross-browser end-to-end testing/automation framework — and, via Playwright MCP, the standard way AI agents get safe, deterministic control of a real browser.
# Grafana Cloud
All Grafana Cloud notes →What is gcx
Grafana's official CLI for managing Grafana Cloud/Enterprise/OSS resources, optimized for agentic usage — dashboards, alerts, SLOs, metrics/logs/traces/profiles queries, and every major Cloud product, plus a bundled Agent Skills set for Claude Code and other .agents-compatible harnesses.
What is Grafana MCP
Grafana's official open-source MCP server (mcp-grafana) — gives AI agents tool access to query metrics/logs/traces, manage dashboards and alert rules, and work with Incident and Sift; also available as a hosted OAuth 2.1 remote server with 50+ tools.
What is Grafana Skills
Grafana's take on reusable agent skills — captures a team's troubleshooting expertise as standardized, shareable procedures that can trigger MCP actions, plus gcx: a Grafana Cloud CLI shipping 22 bundled skills for Claude Code and other .agents-compatible harnesses.