From 2067c1e8028c7d5c0bae2127cd81f49e03b832f7 Mon Sep 17 00:00:00 2001 From: Kjell Tore Guttormsen Date: Thu, 18 Jun 2026 15:36:31 +0200 Subject: [PATCH] =?UTF-8?q?fix(ms-ai-architect):=20currency=20=E2=80=94=20?= =?UTF-8?q?Connected=20Agents=20deprecated,=20ny=20GA-modell=20Prompt/Host?= =?UTF-8?q?ed=20agents=20+=20Responses=20API=20(#5=20del=203/3=20agentspor?= =?UTF-8?q?)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Verifisert 2026-06-18 mot learn.microsoft.com/azure/foundry/agents/overview + classic-deprecation-bannere: Connected Agents tilhører Foundry (classic), er DEPRECATED og pensjoneres 2027-03-31 — finnes IKKE i nye Foundry Agent Service. Multi-agent skjer nå via Workflows (2025-11-15-preview) + A2A-tool (preview). Ny GA-modell = Prompt agents (GA) + Hosted agents (preview), med Responses API som single entry point. - foundry-agent-service-ga.md: deprecation-banner i header, reframet GA-feature-tabell, markert Connected Agents-seksjon + beslutningstre/modenhet som classic-bane - multi-agent-orchestration-patterns.md: 2 Connected Agents-referanser markert classic/deprecated validate-plugin: 219 PASS Co-Authored-By: Claude Opus 4.8 (1M context) Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ --- .../foundry-agent-service-ga.md | 41 ++++++++++++------- .../multi-agent-orchestration-patterns.md | 4 +- 2 files changed, 29 insertions(+), 16 deletions(-) diff --git a/skills/ms-ai-engineering/references/agent-orchestration/foundry-agent-service-ga.md b/skills/ms-ai-engineering/references/agent-orchestration/foundry-agent-service-ga.md index 4b6805e..39ca70e 100644 --- a/skills/ms-ai-engineering/references/agent-orchestration/foundry-agent-service-ga.md +++ b/skills/ms-ai-engineering/references/agent-orchestration/foundry-agent-service-ga.md @@ -1,9 +1,18 @@ # Azure AI Foundry Agent Service (GA) -**Last updated:** 2026-02 -**Status:** GA (mai 2025) +**Last updated:** 2026-06-18 (currency-verifisert mot Learn) +**Status:** GA — **ny agent-modell** (Prompt agents GA + Hosted agents preview) **Category:** Agent Orchestration & Automation +> **VIKTIG currency-korreksjon (verifisert 2026-06-18 mot learn.microsoft.com/azure/foundry/agents/overview):** +> Dagens GA-modell for Foundry Agent Service har to agenttyper: +> - **Prompt agents** (GA) — konfig-definert (instruksjoner + modell + verktøy), fullt administrert runtime. +> - **Hosted agents** (Public Preview) — din egen kode/container (Agent Framework, LangGraph, OpenAI/Anthropic Agents SDK …) kjørt av Foundry. +> +> **Responses API er «single entry point»** for alle agenttyper (modell-inferens + tool-orkestrering). +> **«Connected Agents» tilhører Foundry (classic) og er DEPRECATED — pensjoneres 31. mars 2027.** Den finnes IKKE i nye Foundry Agent Service. For multi-agent: bruk **Workflows** (`2025-11-15-preview` API) + **A2A-tool** (preview). Migrasjonsguide: learn.microsoft.com/azure/foundry/agents/how-to/migrate. +> Seksjoner under som beskriver Connected Agents og threads/runs-API gjelder **classic-banen** (fortsatt brukbar til 2027-03-31), ikke ny GA. + --- ## Introduksjon @@ -23,26 +32,28 @@ Foundry Agent Service er limet som kobler sammen de fire kjernekomponentene i Mi | **AI-modeller** | GPT-4o, o3, Llama, Grok, DeepSeek m.fl. | | **Verktøy og rammeverk** | Code Interpreter, File Search, MCP, OpenAPI, Azure Functions | | **Governance og compliance** | Microsoft Entra, RBAC, content filters, audit logs | -| **Orkestrering** | Connected Agents, Workflows, Agent Catalog | +| **Orkestrering** | Workflows + A2A-tool (Connected Agents er classic/deprecated) | En agent i Foundry har tre kjernekomponenter: 1. **Modell (LLM)**: Driver resonnering og språkforståelse 2. **Instruksjoner**: Definerer agentens mål, atferd og begrensninger 3. **Verktøy**: Lar agenten hente kunnskap eller utføre handlinger -## GA-milepæler (mai 2025) +## GA-modell og feature-status (per 2026-06) | Feature | Status | |---------|--------| | Foundry Agent Service kjerne | **GA** | -| Connected Agents (multi-agent) | **GA** | +| Prompt agents (konfig-definert, managed runtime) | **GA** | +| Responses API (single entry point for alle agenttyper) | **GA** | +| Hosted agents (din egen kode/container) | **Preview** | +| Workflows (multi-agent orkestrering, `2025-11-15-preview`) | **Preview** | +| A2A-tool (agent-to-agent) | **Preview** | | Agent tracing og debugging | **GA** | | Logic Apps-triggerintegrasjon | **GA** | -| Bing Custom Search tool | **GA** | -| MCP tool (Model Context Protocol) | **GA** (juni 2025) | -| Deep Research tool (o3-deep-research) | **GA** (juni 2025) | -| Hosted agents (containerized) | **Preview** | -| Multi-Agent Workflows (YAML) | **Preview** | +| MCP tool (Model Context Protocol) | **GA** | +| Deep Research tool (o3-deep-research) | **GA** | +| Connected Agents (multi-agent) | **Classic — DEPRECATED, pensjoneres 2027-03-31 → bruk Workflows + A2A** | | Memory Store API | **Preview** | ## Kjernefunksjoner @@ -181,7 +192,9 @@ Containeriserte agenter som kjøres på Foundry-administrert infrastruktur: ## Multi-agent mønstre -### Connected Agents (GA — mai 2025) +### Connected Agents (classic — DEPRECATED, pensjoneres 2027-03-31) + +> Connected Agents finnes kun i Foundry (classic) (`2025-05-15-preview` API) og er deprecated. I nye Foundry Agent Service erstattes multi-agent av **Workflows** (`2025-11-15-preview`) + **A2A-tool**. Mønsteret under er fortsatt brukbart til 2027-03-31, men nye løsninger bør bruke Workflows/A2A. Primæragenten delegerer til spesialiserte subagenter via naturlig språk — **ingen ekstern orkestrator nødvendig**: @@ -377,7 +390,7 @@ Agenter som bidrar til vedtaksprosesser **må**: |----------|-------------| | **Du trenger produksjonsklar agent fra dag én** | Innebygd enterprise-sikkerhet, compliance, skalering | | **Persistent conversation state er nødvendig** | Threads håndterer state automatisk | -| **Multi-agent workflow uten custom orkestrator** | Connected Agents med naturlig-språk routing | +| **Multi-agent workflow uten custom orkestrator** | Workflows (`2025-11-15-preview`) + A2A — IKKE classic Connected Agents (deprecated 2027-03-31) | | **Regulerte virksomheter (offentlig sektor, helse, finans)** | Content filtering, audit logs, Entra-integrasjon | | **Rike verktøy ut-av-boksen** | Code Interpreter, File Search, MCP, Logic Apps (1400+ koblinger) | | **Semantic Kernel / Microsoft Agent Framework** | Native integrasjon via `AzureAIAgent` | @@ -422,7 +435,7 @@ Agenter som bidrar til vedtaksprosesser **må**: ### Spørsmål å stille 1. **Trenger du persistent state?** → Ja: Foundry Agent Service (threads). Nei: Vurder stateless Responses API -2. **Antall agenter og orkestreringslogikk?** → 1-5 enkle: Connected Agents. Kompleks YAML-logikk: Workflows (preview) +2. **Antall agenter og orkestreringslogikk?** → multi-agent: Workflows (`2025-11-15-preview`) + A2A. (Classic Connected Agents er deprecated — pensjoneres 2027-03-31.) 3. **Hvem bygger agenten?** → Utviklere: Foundry Agent Service. Forretningsbrukere: Copilot Studio 4. **Krav til datasuverenitet?** → Norway East + BYO Cosmos DB 5. **Budget-sensitivitet?** → Dimensjoner Code Interpreter-bruk (per sesjon) og vector storage nøye @@ -444,7 +457,7 @@ Agenter som bidrar til vedtaksprosesser **må**: - Standard Microsoft-lagring (ikke BYO Cosmos DB) #### Nivå 2: Pilot (3-12 måneder) -- Connected Agents for modulær arkitektur +- Multi-agent: Workflows + A2A (ikke classic Connected Agents — deprecated 2027-03-31) - MCP-integrasjon med interne systemer - Application Insights for observability - BYO Cosmos DB for thread storage diff --git a/skills/ms-ai-engineering/references/agent-orchestration/multi-agent-orchestration-patterns.md b/skills/ms-ai-engineering/references/agent-orchestration/multi-agent-orchestration-patterns.md index aeb9861..ecb5a93 100644 --- a/skills/ms-ai-engineering/references/agent-orchestration/multi-agent-orchestration-patterns.md +++ b/skills/ms-ai-engineering/references/agent-orchestration/multi-agent-orchestration-patterns.md @@ -417,7 +417,7 @@ await Task.WhenAll(taskA, taskB); // Checkpoint ensures no replay ### Copilot Studio og M365 Copilot -**Connected Agents (Foundry Agent Service):** +**Connected Agents (Foundry classic — DEPRECATED, pensjoneres 2027-03-31; i ny Foundry Agent Service: Workflows `2025-11-15-preview` + A2A):** - Nondeterministic workflows (primært) - No-code/low-code environment - Begrenset pattern-support (primært simple routing) @@ -554,7 +554,7 @@ scope.RecordOutputMessages(new[] { output }); **Foundry Agent Service:** - Azure AI Foundry: Pay-per-use pricing (model API calls + hosting) -- Connected Agents: Workflow orchestration, pay-per-invocation +- Connected Agents (classic, deprecated 2027-03-31 → Workflows + A2A): Workflow orchestration, pay-per-invocation **Estimat (eksempel):** - Sequential (4 agenter × 1000 tokens/agent × $0.01/1K tokens) ≈ **$0.04 per run**