2.30 Release Notes
Oct 30, 2025
This release introduces powerful improvements in incident clarity, cost accuracy, workflow analysis, and top recommendations performance, while also addressing critical bugs and user feedback. The update focuses on making cost governance even more actionable and precise.
🔍 Key Highlights:
Smarter incident insights with clearer signals and improved filtering logic
Faster Top Recommendations loading and better sorting for large environments
Enhanced workflow cost analysis including multi-attempt breakdowns and foreach tasks
Refined budgeting tools to help you align with commits and forecast usage accurately
Dozens of UI, stability, and performance fixes across core modules
🔔 Incident Detection & Clarity
📌 Improved Cost Incident Signals
Incident icons now reflect cost source: We now show whether an incident is based on real or estimated costs, and display warning icons when only estimated data is available.
Suppress false positives: Incidents from deleted warehouses or invalid assets are now excluded from reports.
Better duplicate detection: We’ve corrected logic that caused repeated incidents for the same cost issue in some cases.
📊 Accurate Percentages in Small Cost Changes
Cost differences under $2 no longer show misleading large percentage shifts (e.g., from $1 to $2 no longer shown as 100%).
🏷️ Incidents Ticket Design Update
support hide/show path of the incidents tickets
support show/hide ticket details table per incidents ticket
update design of incidents page to new tabular format
enhance background color for incidents root cause
💡 Top Recommendations
expose VM Category in the table for recommended VMs
⚡ Faster Load & More Relevant Sorting
Sorting by average cost or total cost now works correctly across environments, even when data volume is large.
Optimized queries ensure the Top Recommendations view loads in seconds, even for customers with thousands of jobs.
🛠️ Recommendation Quality Fixes
Corrected a mismatch where run recommendations showed higher cost than the actual job/workload report.
Added missing Photon flags in cluster recommendations.
Reworked labels and suggestions for better guidance in decision-making.
🗂️ Vendor Consolidation
filter by workspace on Migration Opportunities table
📈 Spend Insights & Forecasting
enhance Workspace Cost breakdown columns search
navigate and preselect columns when navigating from Cost Over Time
selected column scrolls into view
📆 Budget & Commit Enhancements
You can now accurately configure monthly commits for past and current years.
Fixed incorrect saving of values when navigating without clicking Save.
UI adjustments improve understanding of forecast accuracy and commit utilization.
🔄 Workflow Cost Breakdown
on cluster instances page for APCs add column "Cost per GB"
cost breakdown at job run level
tooltip stating the reasons why costs are NA when 24h have not passed
pending state for recent costs
🔍 Per-Attempt Cost Attribution
Job runs with multiple attempts now show cost and duration per attempt, improving visibility into retry-heavy workloads.
Foreach task costs are now isolated and shown correctly in the cost breakdowns.
🧱 Pipeline & Cluster Analysis
Improvements in cluster start time recording for pipeline tasks and foreach runs.
DLT pipeline cost attribution is now more stable and no longer misclassified in “Other” cost.
📁 CSV export
rename "Data Processed" to "Data Usage" in Export CSV for pages
Workflow Runs > Single Run
All Purpose Clusters | Jobs
Workflows > Workflow Runs
Workload > Notebooks
🧪 Navigation, Quality of Life & Bug Fixes
Tooltips and label inconsistencies across recommendations and incidents have been corrected.
UI errors when switching between Workloads, Incidents, and Telemetry views are now resolved.
Show workspaceId alongside name on dropdown selector
export assessment provides more information, a text that explains the catalog/schema in UC where results are exported
updated Settings menu
rename Settings to Monitor Setup
moved email notifications to navigation sidebar
move tags management to sidebar navigation under Settings
moved incidents policies to as a unique page in settings
✅ Behind the Scenes
Improved performance of rules engine for SKU Cost and Forecasting incidents.
Added internal support for identifying and filtering serverless and system tables more efficiently.
Enhanced support for scoped incident rules by subscription and workspace (visible in rule configuration).
updated LHO emails design
template now supported by older email clients
📧 If you’re interested in enabling fine-grained thresholds, custom scoped rules, or want support in rolling out new forecasting features, please contact our team.
Sep 18, 2025
Cost Over Time Total
Updated Total Cost summary on Cost Over Time page to only show the total of selected components.
disclaimer: Cost Over Time page displays rounded numbers. For complete decimals please see tooltips.
Weekly Data KPIs
Weekly granularity for Data KPIs trends
total cost
data usage
TB per day – average amount of
cost per TB – cost per TB for processed data
cost per cluster hour – average cost per hour of all active clusters
cost per hour – average total cost per hour
Cost Breakdown Clarity
Update tooltips for Cost Over Time charts to include also day of the week besides the date.
Updated tooltips for subscription and workspace selection to include ID information.
Selecting candidates for optimization
Added navigation from recommendations from Job Runs to trends of those Runs to enhance outlier detection and choosing which run to review in order to optimize.
Unitiy Catalog Export History
user is now be able to see the last export's timestamp, by whom it was generated
and where it saved and how long it took (duration)
export history also supports filtering by subscription and workspace and time when the export occured
Notebooks name
exposed "Name" of the notebook by extracting it from Notebook Path
Performance improvements
improved performance when listing dependent vendors for pipelines
subscriptions and workspaces are loaded from LHO database instead of being read from Databricks API
Simplified Cost Information
on workloads abbreviate numbers over 1000 ($1345.57 = $1.35k)
Fixed Bugs
Workloads: Trend - Tasks: tooltip wrongly displays "Ran on All Purpose Cluster" for serverless tasks
Date range is lost when navigating from Workloads Jobs and APC to Recommendations after changing workspace or applying search