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The validation panel of Process Designer (and the Process Center snapshot page) groups problems by severity; the recurring ones and their fixes:

MessageCauseFix
Artifact is unreachable / cannot be resolvedReference to a deleted item or to a toolkit dependency that was removed / re-added (new dependency id)Re-select the item in the referencing artifact, or revert to the snapshot before the dependency change (question 3145)
Variable X is not defined / type not foundBusiness object deleted or renamed; toolkit snapshot changed the BORe-select the type in the variables tab; upgrade the dependency
Data mapping refers to a variable that does not existService's input / output renamed after the mapping was madeOpen the activity's Data Mapping and re-map
Coach view configuration option is missing / of the wrong typeCustom view's options changed after useReopen the coach, delete and re-add the affected values
Team / participant not foundTeam deleted or the app's default team changedAssign a team on the activity / BPD exposure
Sequence flow without condition / activity without outgoing flowModelling errorAdd the default flow / connect the node
Deprecated artifact (heritage coach, old control)Warning onlyConvert when convenient; blocks nothing except on CP4BA
External service / Server definition not foundServer definition deleted or renamedRecreate the Server in Process App Settings and re-select it in the integration
Duplicate name in the same folder / invalid charactersRename conflicts after copyRename
Toolkit dependency in a snapshot that is archived / not installedInstalling an app whose toolkit snapshot is missing on the serverInstall the toolkit snapshot first (online servers do it automatically)

Tools: double-click an entry to jump to the artifact; the snapshot's validation list (Process Center > snapshot > Validation errors and warnings by type) is what blocks an install - errors must be zero, warnings are allowed; the REST call GET /rest/bpm/wle/v1/snapshot/{id}?parts=validation gives the same list for scripts and can be used in a pipeline gate.

References

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