Changelog

v1.3.1 (April 2026)

Fixes

• Dashboard blank page regression from NumPy 2.x ABI incompatibility
• Metadata-based probe guards torch_geometric import against C-extension crashes
• Broadened exception handling in ML modules for non-ImportError failures

Features

• Integrated issue reporting system (nomad issue report/search/info)
• Dashboard "Report Issue" tab with structured form and duplicate detection
• GitHub issue templates (bug report, feature request, question)
• Auto-acknowledgment bot via GitHub Actions
• Auto-labeling by source, component, version, and institution
• nomad ref entries for issue module and configuration

v1.3.0 (April 2026)

Features

• Reference system (nomad ref) with 60+ searchable topics
• nomad ref search for full-text documentation search
• Reference entries for all commands, configuration, and concepts

Improvements

• Ruff linting fixes across reference module
• CI configuration excludes generated snippet files

v1.2.6 (March 2026)

Features

• System Dynamics module (nomad dyn) with 5 ecological/economic metrics
• Insight Engine (nomad insights) with multi-signal analysis and narratives
• Cloud monitoring (nomad cloud) for AWS, Azure, and GCP
• Dashboard tabs for Insights, Dynamics, and Cloud
• Alert enrichment with insight narratives and recommendations

Improvements

• Console backend routes for insights and dynamics
• Demo data generator includes stress scenarios for insights
• MkDocs documentation for dynamics, insights, cloud, and reference

v1.2.1 (February 2026)

Features

• Proficiency score persistence to database
• Light/dark theme toggle in dashboard
• Combined edu figure in documentation

Bug Fixes

• Fixed _resolve_db_path error in edu commands
• Text wrapping for recommendations output

Documentation

• Expanded Educational Analytics section in paper
• Added Community Data Sharing details
• Reordered bibliography to match citation order

v1.2.0 (January 2026)

Features

• Educational Analytics module (nomad edu)
• Community dataset export (nomad community)
• Multi-cluster dashboard tabs
• Interactive session monitoring
• 3D force-directed network visualization

Improvements

• Partition-specific dashboard views
• Node health reflects CPU/memory pressure
• Failed jobs modal with categories

v1.1.0 (December 2025)

Features

• ML prediction ensemble (GNN, LSTM, Autoencoder)
• Derivative analysis for trend detection
• Slack and webhook alert backends

v1.0.0 (November 2025)

Initial release.