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• 1002-cli-support-passing-the-soc-minima-soc-maxima-and-soc-targets-as-sensors-in-the-flexmeasures-add-schedule-for-storage
• 1049-stop-using-jsonify_prettyprint_regular
• 1077-merge-job-status
• 1078-enable-sensor-page-to-select-time-frame
• 1080-flex-context-sensors-to-status
• 1082-clearer-user-info
• 1089-menu-item-styling
• 1100-order-jobs-status-page
• 1101-max-staleness-status-page
• 1114-add-install-highs-macos-to-install-for-dev
• 1119-add-titles-to-asset-graphs
• 1121-pandasreporter-using-daily-sensor-as-input-misses-value-on-spring-dst-transition
• 1126-use-new-most_recent-parameter-in-status-page-to-speed-it-up
• 1171-stats-by-source-id
• 1214-cli-command-public-assets
• 1225-docs-pipeline-fails-for-024
• 1241-refresh-sensor-stats-on-date-change
• 1298-bug-failing-api-tests-when-run-in-isolation
• 1312-make-request-profiling-work-with-pytinstrument
• 1322-better-representation-of-audit-log
• 1344-update-sensor-status-on-ajax-call
• 1349-only-check-status-of-important-sensors
• 1350-asset-context-overview-page
• 1352-scale-sensors-data-for-multiple-graphs-chart
• 1382-split-asset-page-into-graph-
• 1415-add-main-buttons-on-dashboard-asset-card
• 1438-better-ux-status-row-reload
• 1440-refreshing-graph-page-crashes
• 1443-highs-deadlock
• 1453-refactor-ui-code
• 1454-let-users-pick-their-preferred-asset-view
• 1455-allow-breadcrumb-navigation-with-graph-loading
• 1457-highlight-current-selection-in-dropdown
• 1458-static-order-asset-views-dropdown
• 1459-distinct-siblings-and-children
• 1476-update-asset-ui-docs
• 1507-multifactor-authentication-email
• 1549-one-time-mfa-recovery
• 1554-vega-not-loaded-before-flexmeasuresjs-asset-and-sensor-page-not-loading
• 1558-duplicate-call-for-chart_data
• 1559-do-not-reload-on-replay-hit-twice
• 1563-statistics-do-not-update-on-source-change
• 1599-display-kpis
• 1606-futurewarning-downcasting-object-dtype-arrays-on-fillna-ffill-bfill-is-deprecated
• 1640-reduce-graphs-data
• 1673-flexmeasures-show-reporters-returns-attributeerror-flask-object-has-no-attribute-reporters
• 1848-add-introductionmetadata-to-swagger-docs
• 186-sensor-stats-endpoint
• 189-sensor-info-to-sensor-page
• 433-delete-sensor
• 433-fetch-one
• 433-patch-sensor
• 433-patch-sensor-stricter-auth
• 433-post-sensor
• 433-post-sensor-merge-conflict-fix
• 469-edit-attributes-with-lists-and-dicts
• 52-incomplete-documentation-of-internal-modules
• 610-cli-smart-autocompletion
• 626-add-reporter-class
• 631-update-screenshots-in-toy-tutorial
• 632-make-pip-installable-on-windows
• 639-storage-losses-over-time
• 642-add-report-cli-command
• 642-add-report-cli-command-2
• 663-check-for-redis-db-in-readiness-endpoint
• 668-stop-pinning-dependencies-in-the-pypi-distribution
• 669-modernize-packaging
• 674-let-the-github-action-test-pipeline-also-use-the-latest-dependency-versions
• 683-trigger-scheduler-api-endpoint-fails-to-save-the-results-to-the-database-on-subsequent-calls
• 689-create-command-to-show-available-schedulers
• 696-readthedocs-build-is-eagerly-installing-dependencies-leading-to-unpredictable-builds
• 714-blocked-loading-mixed-active-content-issue-prevents-chart-viewing-on-flexmeasures-app
• 721-add-profiling-support-flexmeasures
• 726-cli-add-public-asset
• 728-flexmeasures-cli-complains-about-an-asset-being-added-to-an-account-if-there-is-already-a-public-asset-with-the-same-name
• 737-drop-nan-values-before-saving-to-database
• 754-depricate-flask-env
• 756-improve-docs
• 763-requirements
• 769-bug-unable-to-save-asset-attributes-through-the-ui-when-latitude-and-longitude-are-undefined
• 782-update-fm-modes-documentation-for-sunset-of-api-versions-3
• 823-shorten-cli-field-names
• 848-deprecate-usage-of-jobexc_info
• 867-export-sensor-data-with-non-unique-sensor-names
• 875-remove-obsolete-data-classes-from-db
• 878-rename-dependency-files-for-snyk-to-recognize-them
• 898-allow-to-specify-soc-maxima-and-soc-minima-as-a-range
• 904-read-permissions-of-entities-within-flex-model-or-flex-context
• 910-make-worker-logs-more-concise
• 910-worker-logs-show-too-many-warnings
• 919-mixed-content-failure-after-deploying-hetzner-loadbalancer
• 925-site-level-power-constraints-defined-as-sensors
• 927-status-page
• 928-fix-discrepancies-between-db-and-models
• 942-apiv3_0-public-endpoint-does-not-work-under-py38
• 942-apiv3_0-public-endpoint-does-not-work-under-py38-1
• 944-add-redis-credentials-to-docker-compose-for-web-server
• 954-document-how-to-load-plugins-into-docker-container
• 989-support-defining-soc-max-and-soc-min-as-sensors
• 991-public-asset-cannot-be-displayed
• Flix6x-patch-1
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• add-annotations-types
• add-hint-for-devs-using-spellright
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• add-mailhog-support-1051
• add-sensor-attributes-to-sensor-schema
• add-warning-and-error-as-annotations-types
• asset-audit-log
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• backport/v0.34.0rc1
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• benchmark-util
• bug/absolute-currency-units
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• bug/planning/unreachable-code
• bug/relax-constraint-validation
• bug/sensor-with-a-single-belief
• bugfix/avoid-settingwithcopy-warning
• bump-dependencies-0.18.0
• change-debug-level
• chore-code-ql-analysis-GH-action
• chore/0.24-changelog-entries
• chore/FutureWarnings-for-marshmallow-4
• chore/actions/cache-v2-deprecation
• chore/add-external-id-editing-and-include-in-cli-output
• chore/ammend-commit-linear-optimimzation
• chore/block-image-commits
• chore/clean-up-unused-parameters-to-toast
• chore/cli/forecasting-ux
• chore/db/move-json-columns-to-jsonb
• chore/debug-using-marshmallow-8.2
• chore/do-not-allow-empty-principals
• chore/drop-asset-name-account-id-constraint
• chore/drop-deprecated-app-schedulers-reporters
• chore/drop-support-for-python3.9
• chore/fix-ci-for-pint-v25
• chore/incompatibility-with-marshmallow-4
• chore/less-version-parts-in-openAPI-building
• chore/make-tutorials-robust-wrt-asset-sensor-IDs
• chore/modernize-type-annotations
• chore/more-resilient-docker-compose-setup
• chore/move-speedup-fix-to-v0.27.2
• chore/no-autouse-fixtures
• chore/no-more-SingleBlockManager-warnings
• chore/pandas-freqstr-deprecation-of-T-and-H
• chore/pin-pint-below-v25
• chore/pint-DeprecationWarning-formatter-default
• chore/pwd-breach-check
• chore/pyproject.toml
• chore/python-3.12
• chore/re-add-bcrypt-dependency
• chore/remove-automated-staging-wokflow-and-update-docs
• chore/remove-obsolete-api-blueprint-and-backup-functionality
• chore/remove-unnecessary-print-in-data-migration
• chore/remove-unused-view
• chore/resolve-code-security-scan-alerts
• chore/security-alert-updates
• chore/security-upgrades-for-0.27.0
• chore/stop-support-for-py3.8
• chore/stop-testing-for-py38-in-CI
• chore/stop-using-API-internally
• chore/suppress-darts-torch-warning
• chore/touch-up-changelog
• chore/tz-explicit-utcnow
• chore/ui-free-buttons-in-get-forms
• chore/unpin-inflect<=6.0.2-and-pydantic<2
• chore/update-dependencies-after-the-v0.31-release
• chore/update-deps-for-0.21
• chore/update-deps-for-update-sqlalchemy-2.0
• chore/update-dev-tooling-black-and-flake8
• chore/update-repo-url
• chore/update-tb-3.2
• chore/update-to-timely-beliefs-v3.5.5
• chore/update-ubuntu-and-python-in-docker-images
• chore/upgrade-dependencies-after-v0.23
• chore/upgrade-dependencies-after-v0.33
• chore/upgrade-dependencies-for-security-reasons
• chore/upgrade-dependencies-for-v0.26
• chore/upgrade-dependencies-for-v0.27
• chore/upgrade-dependencies-for-v0.28.0
• chore/upgrade-dependencies-for-v0.29.0
• chore/upgrade-dependencies-for-v0.30
• chore/upgrade-dependencies-for-v0.31
• chore/upgrade-dependencies-for-v0.33
• chore/upgrade-dependencies-python-3.11
• chore/upgrade-highspy-1.12
• chore/upgrade-marshmallow-4
• chore/upgrade-timely-beliefs==3.3.0
• chore/use-cbc-in-py38
• ci-test-multi-python
• ci/add-quotes-around-db-url-and-improve-docstring
• ci/agent-lessions-from-pr-1961
• ci/automate-release-to-PyPI
• ci/doctests-included-in-coverage
• ci/improve-claude-config
• ci/make-review-lead-main-agent-contact-point
• ci/pin-pip-25.2
• ci/pr-template
• ci/release-workflow
• ci/run-doctests
• ci/setup-agent-test-environment
• ci/test-if-skipping-cli-tests-still-needed
• ci/tighten-guards
• clean-up-job-data-source-retrieval
• cleanup-asset-attr-field
• cli-add-resolution-back-to-beliefs-plot
• cli/improve-duplicate-sensor-names
• cli/use-inflection
• combo/no-zero-viz-opmodes-soc-value
• copilot/2070-create-pull-request
• copilot/2191-fix-valueerror-regression-test
• copilot/add-account-id-filter-sources
• copilot/add-account-id-to-data-source
• copilot/add-annotation-regressors-forecaster-config
• copilot/add-custom-headers-api-versions
• copilot/add-delete-sensor-data-action
• copilot/add-feature-request-470
• copilot/add-forecasting-button
• copilot/add-get-endpoint-for-sources
• copilot/add-number-of-created-beliefs
• copilot/add-schedule-unit-parameter
• copilot/add-unified-job-status-endpoint
• copilot/check-regressor-permissions-forecast-trigger
• copilot/clean-up-old-rolling-forecasting-code
• copilot/compute-first-unmet-targets
• copilot/create-agent-coordinator
• copilot/create-instructions-folder
• copilot/create-test-case-for-pr
• copilot/create-test-case-for-pr-clean
• copilot/document-fallback-schedule-mechanism
• copilot/extensive-tech-spike-recommendation
• copilot/feat-copy-assets-enhancement
• copilot/featmulti-commodity
• copilot/featsensor-in-db-flex-model
• copilot/fix-account-attributes-saving
• copilot/fix-api-tests-isolation
• copilot/fix-asset-show-crash
• copilot/fix-asset-status-page-crash
• copilot/fix-child-assets-auth-issues
• copilot/fix-errors-in-tracking-capacity
• copilot/fix-failing-tests
• copilot/fix-issue-1485
• copilot/fix-issue-1676
• copilot/fix-issue-2199
• copilot/fix-lead-agent-initialization
• copilot/fix-toy-assets-recreation
• copilot/fix-tutorial-scripts-issue
• copilot/fix-validation-error-post-sensor-data
• copilot/improve-validation-for-missing-start
• copilot/investigate-speed-up-test-suite
• copilot/issue-2186-fix-1
• copilot/move-post-data-logic-to-job-queue
• copilot/revise-schemas-and-update-docs
• copilot/select-latest-regressor-beliefs
• copilot/shorten-coordinator-test-instructions
• copilot/sub-pr-1981
• copilot/sub-pr-1998
• copilot/support-saving-soc-schedules
• copilot/update-asset-deletion-navigation
• coveralls-new-gh-action
• create-report-config
• db-upgrade-add-dafaults-to-generic-asset-and-data-source
• db/add-beliefs-index
• dependabot/pip/requirements/3.10/certifi-2023.7.22
• dependabot/pip/requirements/3.11/certifi-2023.7.22
• dependabot/pip/requirements/3.8/certifi-2023.7.22
• dependabot/pip/requirements/3.9/certifi-2023.7.22
• dependabot/pip/requirements/3.9/urllib3-2.6.0
• dependabot/uv/cryptography-48.0.1
• dependabot/uv/pillow-12.1.1
• dependabot/uv/urllib3-2.7.0
• dependencies/add-highspy
• deprecation/JSONIFY_PRETTYPRINT_REGULAR
• dev-intro-improvements
• dev/better-and-fast-asset-charts
• dev/debug-cp-graph-with-compressed-data
• dev/debug-stock-commitments
• dev/demo-tutorial
• dev/flex-context-as-list
• dev/move-ui-flex-context-schema-to-server
• dev/new-forecasting-defaults
• dev/reporter-with-empty-data
• dev/split-flexcontext-by-commodity
• dev/test-moving-forecasting-to-flexmeasures
• docker-ci
• docker-update
• docs-clear-up-capacity-limit-in-toy-tutorial
• docs-mention-shifting-PR
• docs-tutorial-improvement
• docs/419-mention-cbc-versions
• docs/Readme-update
• docs/add-highspy-dependency
• docs/add-tutorial-scripts
• docs/changelog-formatting
• docs/changelog-v0.24.0-post-release-fixes
• docs/commitments-section
• docs/correct-customization-of-favicon
• docs/diff-between-soc-min-and-soc-minima
• docs/document-roles
• docs/elevate-PV-curtailment-and-asset-level-schedules
• docs/field-descriptions
• docs/fix-ability-to-customize-login-page
• docs/fix-links-to-API-endpoints-in-tutorials
• docs/fix-sensor-numbering-in-compose-tutorial
• docs/fix-various-api-doc-issues
• docs/fix-workflow-and-coverage-badges
• docs/fix-wrong-name-in-tooltip-and-mention-whitelabeling
• docs/fix-yaml-config-sphinx-key
• docs/fix/add-missing-API-endpoint-groups
• docs/fix/rtd-pipeline
• docs/fixed-viewpoint-forecasting
• docs/flexcontext-editmodal
• docs/freshen-up-flex-model-docs
• docs/hosting-cloud-example
• docs/improve-copy-asset-docstring
• docs/kpi-widgets
• docs/macOS-port
• docs/mention-and-explain-consultancy
• docs/mention-behind-the-meter-focus
• docs/mention-parent-asset
• docs/mermaid
• docs/missing-API-changelog-entry
• docs/missing-flex-config-fields
• docs/new-page-about-scripting-and-HEMS-example
• docs/one-or-multiple-sensors
• docs/open-api
• docs/refactoring-scheduling
• docs/schedule-inspection
• docs/scheduling/linear_programming
• docs/stop-building-PDF
• docs/switch-to-source-types-in-tutorial
• docs/triger-fetch-forecasts-endpoints
• docs/trusted-hosts
• docs/update-contact-details
• docs/update-section-on-api-field-notation
• docs/update-section-on-where-data-is
• docs/update-weather-repo-url
• documentation/add-headroom-img-tut-part-II
• documentation/reporting/reporter-tutorial
• documentation/shiftable_load_tutorial
• documentation/unresolved-reference
• documentation/v2g-use-case
• dynamic-account-colors
• exp/planning/test-multi-asset-scheduling
• export-to-csv
• faat/user-role-modification-api
• feaet/auto-update-flexcontext-form
• feat-accounts-pagination-v2
• feat-check-alembic-current-is-head
• feat-dynamic-logo
• feat-edit-account
• feat-move-sensor/asset-delete-buttons
• feat-sensors-filters
• feat-sort-assets
• feat-sort-users
• feat-unauthorised-btns
• feat-users-pagination
• feat/2113-operation-mode-power-bands
• feat/2230-ui-commodities
• feat/2288-automations-crud
• feat/2288-automations-for-forecasts
• feat/2288-automations-ui-polish
• feat/2288-report-automations
• feat/2288-report-templates
• feat/2288-report-trigger-api
• feat/2288-run-automations-catchup
• feat/2288-schedule-automations
• feat/DBflexmodelschema
• feat/PV-curtailment
• feat/add-combined-lenged-param-to-show-chart-command
• feat/add-configurable-forecast-post-processing
• feat/add-default-settings-for-SQLAlchemy-connections
• feat/add-email-queue
• feat/add-fetch-forecasts-endpoint
• feat/add-fields-filter-to-asset-API
• feat/add-forecasting-api-endpoint
• feat/add-metadata-to-forecasting-fields
• feat/add-resolution-to-sensors-list-on-asset-context
• feat/allow-Ssensorstoshow-schema
• feat/allow-custom-breadcrumbs
• feat/allow-gaps-csv-upload
• feat/allow-update-of-parentasset-on-ui
• feat/api-rate-limiting
• feat/api/sources-endpoints
• feat/api/use-202-status-consistenly-in-triggering-and-fetching-endpoints
• feat/asset-chart-annotations
• feat/asset-create-copy-tab-ui-flow
• feat/asset-flexmodel-field
• feat/asset-templating-wizardry
• feat/attributes-json-editor
• feat/audit-log-entry-for-uploading-sensor-data
• feat/audit-log-for-password-reset
• feat/auditlogs-pagination
• feat/auto-zoom
• feat/average-waiting-time
• feat/basic-asset-type-support
• feat/belief_horizon-in-AggregatorReporter
• feat/better-and-fast-asset-charts
• feat/cap-training-window-param
• feat/cap-training-window-param-rebased
• feat/change-parenthood
• feat/change-toy-tutorial-to-kw-units
• feat/check-data-availability
• feat/check-flex-config-permissions-schedule
• feat/check-time-segment-units
• feat/chp
• feat/clean-up-duplicate-flattening-implementation
• feat/clean-up-old-rolling-forecasting-code
• feat/cli-edit-account-attribute
• feat/cli-inspect-job
• feat/cli-scheduling-dry-run
• feat/cli/jobs/save-last
• feat/cli/jobs/save-last-failed
• feat/cli/run-one-job
• feat/cli/show-all-registries
• feat/commodity-balance-groups
• feat/commodity-context-defaults
• feat/complete-forecasting-pipeline-return
• feat/conditional-form-rendering
• feat/configurable-lp-solver-options
• feat/configure-profiling-interval
• feat/consultants-see-client-assets-on-dashboard
• feat/context-shows-siblings
• feat/copy-assets
• feat/creata-accounts-UI
• feat/create-user-modal
• feat/custom-scheduler-by-name
• feat/db-tree-group-constraints
• feat/default-datasource-typees
• feat/default-relaxation-prices
• feat/delete-unchanged-beliefs-per-source
• feat/delete-unchanged-beliefs-within-period
• feat/dynamic-soc-bounds-defaults
• feat/dynammic-soc-at-start
• feat/edit-and-delete-sensor
• feat/edit-sensor-timezone
• feat/edit-user-modal
• feat/efficiencyfield-support-sensor
• feat/fallbacks-for-soc-usage-and-gain
• feat/file-upload-validation
• feat/filter-sensors-and-assets-by-ID
• feat/flex-commitments
• feat/flexcontext-edit-dialogue
• feat/flexcontext-extended-validation
• feat/flexcontext-jsonfield
• feat/flexmodel-modal-dialogue
• feat/forecast-resolution-aware-lags
• feat/forecasting-belief-time
• feat/forecasting-parameter-single-source
• feat/full-soc-preference
• feat/get-schedule-from-custom-scheduler
• feat/guarantee-clean-test-db
• feat/handle-security-error
• feat/handling-future-dates-ui
• feat/hide-comments-in-PR-template
• feat/improve-OpenAPI-intro-add-signup
• feat/improve-forecasting-cli-params
• feat/improve-reporter-configuration-error-messages
• feat/index-assets-given-root-node-and-depth
• feat/internal-commodity-balance
• feat/interpolate-instantaneous-sensor-charts
• feat/job-timeout
• feat/ledgend-position-setting
• feat/less-verbose-error-logs
• feat/let-plugins-register-forecasters
• feat/logged-in-user-page-links-to-account
• feat/make-listing-public-assets-on-account-page-optional
• feat/materialized-veiws
• feat/monitoring-more-fine-grained
• feat/move-forecasting-to-flexmeasures
• feat/move-various-warnings-to-toast-notifications
• feat/multi-commodity
• feat/multi-feed-stock
• feat/multiple-peak-prices
• feat/new-custom-date-ranges
• feat/new-flexcontext-fields
• feat/new-flexcontext-fields-fresh
• feat/new-schedule-cli-cmd
• feat/new-sensors-in-server-timezone
• feat/new-style-sensordata-endpoints
• feat/no-capacity-attribute-required
• feat/no-zero-viz
• feat/offtick-soc-normalization
• feat/optimised-json-compression
• feat/optimize-graphs-page
• feat/optional-training-start
• feat/options-on-sensor-page-use-less-vertical-space-when-closed
• feat/play-button-ui-change
• feat/prior-scheduling
• feat/re-add-save-btn
• feat/redis/remove-queue
• feat/register-plugin-forecasters
• feat/remove-stale-sensor-refs
• feat/retire-fallback-scheduler
• feat/run-fm-worker-on-mac-M-series-machine
• feat/save-aggregate-power-schedule
• feat/schedule-resolution
• feat/secrets-column
• feat/sensor-data-source-filtering
• feat/sensor-data-source-type-filter-2045
• feat/sensor-in-db-flex-model
• feat/sensor-scoped-commitments
• feat/sensor-stats-times-in-human-friendly-strings
• feat/sensor-ui-create
• feat/sensortoshow-modal-upgrade
• feat/shared-storage-efficiency
• feat/show-all-flexconfig-fields
• feat/show-dimensionless-unit
• feat/show-sensor-attributes-in-ui
• feat/show-vertical-graph-lines
• feat/show-zero-values-in-bar-charts
• feat/soc-end-value
• feat/speed-up-dict-representation
• feat/speed-up-schedule-computation
• feat/speed-up-stats
• feat/speed-up-upload-of-simulation-data
• feat/stale-asset-references-in-graphs
• feat/start-claude-settings
• feat/statistics/order-sources-by-freshness
• feat/step-by-step-replay
• feat/support-multi-session-schedule-with-evse-power-sensor-id
• feat/switching-between-gas-and-electricity
• feat/time-series-specs-with-overlapping-segments
• feat/trigger-field-order
• feat/ui-flex-context-field-types
• feat/units/shared-base-units
• feat/update-assets-tree
• feat/users-auditlogs-pagination
• feat/validate-source-type-filter
• feature/add-attributes-column-data-source
• feature/add-consultancy-account
• feature/add-histogram-in-sensor-charts
• feature/aggregation-reporter
• feature/api/allow-numeric-values-for-dimensionless-fields
• feature/api/endpoint-for-getting-asset-annotations
• feature/api/endpoint-for-getting-asset-schedule
• feature/api/endpoint-for-scheduling-asset
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Build # 29637951816

Build Type

Pull #2327

github

Committed by Flix6x

Commit Message

feat: fixed (no-load / commitment) cost per operation mode

Based on #2278 (operation-mode power bands).

Operation modes constrain a device's power to signed bands but carry no
fixed cost. Real unit-commitment has a no-load / commitment cost incurred
only while a unit is on (e.g. a cogeneration unit's full-speed-no-load
fuel burn). Without it, an LP/MILP that can idle a unit under-represents
the cost of staying on at low output.

Adds an optional per-mode `fixed-cost` (per timestep, in the flex-context
currency), incurred whenever that mode's binary is active:
- schema: OperationModeSchema.fixed-cost, parsed to a currency Quantity;
- objective: sum over (d,b,j) of device_band[d,b,j] * fixed_cost[d,b],
  threaded through device_scheduler as device_band_fixed_costs, mirroring
  the power bands;
- tests: a generator idles when marginal benefit < fixed cost, and the
  objective includes the fixed cost exactly when on (hand-computed);
- docs: changelog + metadata field.

Min-up / min-down time is out of scope (follow-up).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016MLCUiSdXDqDBmg8GbYp1B

Pull Request Pull Request #2327: feat: fixed (no-load / commitment) cost per operation mode

Coverage Stats

15 of 26 new or added lines in 3 files covered. (57.69%)

14263 of 17556 relevant lines covered (81.24%)

0.81 hits per line