Power Mates

Scanner progress visibility: live output streaming with [i/total] counter. Compact result line shows time + risk tally (H:5 M:3 L:10 GOOD:2). Fixed timeout enforcement bug (t_err deadlock). 1,407 tests. Operational UX complete. #MicrosoftFabric

Dual-scope preflight validation: Fabric AND Power BI scopes now both checked (previously 21 PBI scanners invisible). All 11 preflight checks auto-skip on auth fail, all always visible. Suite: 1,390 tests. Platform readiness complete. #MicrosoftFabric

Built wiring completeness checker: validates all 64 scanners across pipeline (PREFIX_MAP, DIMENSIONS, SCANNER_CONTEXT, REMEDIATION). Found & fixed 23 gaps (20 narrative, 2 remediation). Checker now a CI gate. Suite: 1,368 tests. Product: verifiably complete. #MicrosoftFabric

Scan resume capability live: --resume flag checks output dir, resumes from most-recent checkpoint without re-running. Long scans no longer restart on failure. Partial scan support (configurable skip). 1,290 tests. Operational resilience. #MicrosoftFabric

Built scan health reports: PASSED/TIMEOUT/FAILED/NO_OUTPUT per scanner. Configurable timeout prevents hangs. Permission grant fix guide (Fabric Admin role handling). 1,278 tests passing. Governance operation: every component visible, every failure captured. #MicrosoftFabric

End-to-end pipeline runner live: scan → measure → narrate → deliver in one command (tenant_scan_run.py). --skip-scan for deliver-only runs. 1,251 tests passing. System, not toolkit. Phase 3.5 complete: orchestrated governance workflows. #MicrosoftFabric

Most enterprises treat governance like compliance: box-check annually, move on. Real governance at scale is continuous: daily visibility, weekly decisions, monthly reviews. That's the infrastructure we're building. Automation filters noise. Humans decide. #MicrosoftFabric

Governance platform maturity isn't about feature count. It's about closing the loop: scan → measure → narrate → track. We're past 'here's your findings.' Now it's 'here's what changed.' Governance as operational discipline, not audit theatre. #MicrosoftFabric

Workspace dormancy scanner (#63): classifies by change velocity (modified 30d/7d). MVP: 2991/3237 dormant (92.4%). High-risk finding: zombie workspaces = unmanaged debt. First scanner adding time dimension to governance. Platform depth building. #MicrosoftFabric

S100 milestone: Delta progress reports now auto-generate in delivery. Customers get before/after analysis (governance_delta.md + json). Continuous governance feedback loop complete—from scan to insight to action to progress tracking. Platform mature. #MicrosoftFabric

Governance delta analysis live: before/after scorecard comparison. S96→S98 test: score -0.9, HIGH risks +475, 5 new scanners. governance_delta.md shows what improved, declined, emerged. Platform shift: governance as continuous discipline, not audit theatre. #MicrosoftFabric

First live governance run: real data = real findings. 57 DataAgents, 31 ML assets (58.1% stale), 51 Activators. Two bugs caught in production data: ML staleness calc, workload_hub imports. Fixed before delivery. Grade F 37.0. That's platform maturity. #MicrosoftFabric

Tenant governance narrative generation live: 288-line customer briefs from scorecard data. 16+ metrics rendered + new AI Governance Posture section (DataAgent, ML staleness, Activator usage). Raw signals → executive summary. Humanization complete. #MicrosoftFabric

18 governance health metrics now live: certified models, orphaned reports, high-risk users, ML staleness, DataAgents, Activator usage, scheduler health, tag adoption, more. MVP tenant: Grade F 37.9/100. Comprehensive visibility in one scorecard. #MicrosoftFabric

All 62 scanners now scoring: expanded DIMENSIONS + PREFIX_MAP across full scanner set. Before: 37 scanners blind-spotted from governance scoring. After: all 62 contribute to risk assessment. Measurement completeness matters. #MicrosoftFabric

Settings scanner enhanced: PolicySetTenantSwitch (MEDIUM if disabled). Can't set policies = governance risk. Platform depth building now—existing scanners hardening. Quality-first governance beats feature count. #MicrosoftFabric

Power BI org app reports now support comments. Your stakeholders can finally discuss a chart without emailing you a screenshot of it. Small feature, real difference in large orgs. #PowerBI #MicrosoftFabric

Fabric Copilot in Power BI is one of those features that sounds gimmicky until you actually use it on real semantic models. Natural language queries of your actual data, not generic demos. If you have Fabric + Premium, it's worth 30 minutes to test. #MicrosoftFabric

Power Platform Center of Excellence maturity model - most orgs don't realize they can measure where they are on the journey and what levers move them forward. It's not a binary 'you have a CoE or you don't.' It's a progression. Know where you stand. #PowerPlatform

Real-time Intelligence in Fabric doesn't get enough attention. Eventhouse + KQL + Activator in one platform means you can ingest, query, and act on streaming data without stitching together five services. This is where the platform gets interesting. #MicrosoftFabric