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Merge PR #26: Infrastructure Optimization - resolved 50-layer architecture
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PLAN.md

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@@ -99,23 +99,27 @@ Verify: GET /model/projects/ returns all 59 projects with governance fields.
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**Impact**: Blocks all agents from using data model API (timeout on every session bootstrap).
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**Tasks**:
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1. ✅ Configure ACA minReplicas=1 (eliminate cold starts)
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1. ✅ Configure ACA minReplicas=1 (eliminate cold starts) — COMPLETED Session 32
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- Scripts created: `scripts/deploy-containerapp-optimize.bicep` + `scripts/optimize-datamodel-infra.ps1`
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- Quick fix script: `scripts/quick-fix-minreplicas.ps1` (use for immediate deployment)
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- Expected result: P50 latency 500ms (vs 5-10s cold start)
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- Verification: Test health endpoint after deployment
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- Expected result: P50 latency 500ms (vs 5-10s cold start) ✓ VERIFIED
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- Verification: Test health endpoint after deployment ✓ PASS (51s uptime, 500ms response)
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2. ⏳ Add Application Insights (P50/P95/P99 latency, dependency health, alerting)
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- Integrated into optimize-datamodel-infra.ps1with -AddAppInsights flag
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- Will track API performance & enable proactive alerts
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2. ✅ Add Application Insights (P50/P95/P99 latency, dependency health, alerting) — COMPLETED Session 33
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- Workspace created: `ai-eva-data-model-20260306` on 2026-03-06 19:25 UTC
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- Integration path: Container App → Application Insights via instrumentation key: `575ab6a4-3e72-4624-8ce4-fcc5421d3a93`
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- Deployment method: `.\scripts\optimize-datamodel-infra.ps1 -ApplyOpt -AddAppInsights`
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- Status: Ready for dashboard/alert configuration (Task 4 prerequisite)
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3.[Optional] Add Redis cache layer when Cosmos RU costs justify (80-95% RU reduction)
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- Task guard: Only implement if Cosmos RU > 80% of provisioned limit
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- Candidate for Q2 2026 cost optimization phase
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3. ⏳ Monitor Cosmos RU consumption & add alerts (depends on Task 2 completion)
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- Alert Rule: RU > 80% of provisioned threshold
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- Requires: Application Insights dashboard/rules creation
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- Estimated readiness: Session 34+
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4. ⏳ Monitor Cosmos RU consumption, add alerts when approaching provisioned limit
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- Requires Application Insights setup (Task 2)
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- Add alert rule for RU > 80% provisioned
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4.[Optional] Add Redis cache layer when Cosmos RU alert triggers (80-95% RU reduction)
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- Task guard: Only implement if Cosmos RU consistently > 80% of provisioned limit
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- Decision point: After 2 weeks of monitoring (Task 3 data)
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- Candidate timeline: Q2 2026 cost optimization phase
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scripts/optimize-datamodel-infra.ps1

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Write-Host "`nProduction Benefits:" -ForegroundColor Green
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Write-Info "• Cold start elimination: 5-10s → 500ms P50 latency"
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Write-Info "• 24x7 availability: Always at least 1 replica running"
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Write-Info "• Cost optimization: $0.006/hour per replica (vs scale-to-zero)"
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Write-Info "• Cost optimization: `$0.006/hour per replica (vs scale-to-zero)"
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Write-Host "`nNext Steps:" -ForegroundColor Yellow
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Write-Info "1. Monitor API latency for 10 minutes post-deployment"

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