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Inventory Planning (Fabric) hack: App Insights tracing, F4 default, remove default Web Search - #514
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Marco Weber (qxsch) merged 7 commits intoSep 21, 2026
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September 21, 2026 12:25
…lenges Ch1: upload (not download) seed data; drop non-existent Save step; test before publish; detailed Spark-job cancel; move Foundry tool-catalogue tip to Ch2. Ch2: single canonical scenario (copyable) + invent-your-own stretch; Web Search as GA (no preview); demote fx-stub note to one troubleshooting row; add ID-recovery and rate-limit troubleshooting. Ch3: copyable fenced prompts; remove fx-stub cross-ref. Ch4: remove fx-stub note; add copyable sample recommendation table. Ch5: drop classic connected-agents mentions; Blank workflow has a Start node; name on Save; Preview only; drop Early Access Preview claim; publish a prompt agent (not workflow) to Teams with links + lab-user note + description examples; troubleshooting for 'workflow kind not supported'. Verified via MS Learn: Web Search GA, Teams/M365 publish not EAP, workflows unsupported for endpoint chat.
Ch1: playground test message, both Data Agent test questions, and 'What data can you see?'. Ch2: the two Part D follow-up questions. Ch5: the Part C workflow prompt.
…oundry project for agent tracing The Foundry Traces tab needs the project connected to an Application Insights resource. deploy-lab.ps1 now creates a per-attendee Log Analytics workspace + workspace-based App Insights and adds it as an 'AppInsights' project connection (same as portal Agents -> Traces -> Connect), so traces work in Challenges 3-5 with no manual setup. Non-fatal on failure. Verified end-to-end via dev/run-local.ps1 (idempotent re-run) against a live MCAPS project. run-local.ps1 needs no change.
Bumps the per-attendee Fabric SKU default from F2 to F4 so attendees don't hit capacity throttling out of the box (F2 still available via -FabricSkuName to halve cost). Updates estimatedDailyCostsUsd to 18.0 and revises all cost/sizing notes accordingly. Attendee-facing 'F2 capacity' references made SKU-agnostic ('Fabric capacity') to avoid drift.
…ion and replenishment agents New Foundry prompt agents ship with Web Search attached by default, and gpt-5.4-mini reaches for it instead of the governed Fabric data. Adds explicit 'remove Web Search' steps to Challenge 3 (inventory-optimisation-agent) and Challenge 4 (replenishment-action-agent), plus matching walkthrough notes and success criteria. Demand-sensing agent (Challenge 2) keeps Web Search intentionally.
Marco Weber (qxsch)
approved these changes
Sep 21, 2026
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Follow-up improvements to the Agentic Inventory Planning (Fabric) hack, on top of the merged #505. All changes are scoped to
03-Azure/01-04-AI/02_Inventory_Planning_Fabric/.What's in this PR
1. Application Insights for agent tracing (labautomation)
deploy-lab.ps1now provisions a per-attendee Log Analytics workspace + workspace-based Application Insights and connects it to the Foundry project as anAppInsightsconnection (same as portal Agents -> Traces -> Connect).dev/run-local.ps1against a live MCAPS project.2. Default Fabric capacity F2 -> F4
-FabricSkuName F2still available to halve cost).estimatedDailyCostsUsdupdated to 18.0; all cost/sizing notes revised.3. Remove the default Web Search tool from the internal-only agents
Branch is synced with the latest
main.