* Cover store edge branches
* Cover hardware edge branches
* Cover CLI reporter branches
* Cover eval edge branches
* Cover export helper branches
* Cover export target helper branches
* Cover export runner branches
* Cover export helper modules
* Cover multimodal export branches
* Finish export coverage sweep
* Cover mlx backend staging refusal
* Cover replay decode edge cases
* Cover preference phase plumbing
* Finish doc and registry edge coverage
* Cover data helper edge branches
* Finish data resample coverage
* Cover train cache toggles
* Cover tokenization coercion edges
* Finish checkpoint commit coverage
* Cover RPC validation edges
* Finish state sidecar coverage
* Finish train helper coverage sweep
* Finish trainer helper coverage
* Finish metrics coverage sweep
* Finish directives coverage sweep
* Cover synth apply and pending
* Finish synth prompt and filter coverage
* Finish synth run coverage
* Cover synth teacher helpers
* Cover synth teacher runtime helpers
* Finish synth teacher coverage
* Retry transient empty lockfiles
* Skip peer roundtrip when bind denied
* Cover preference pending helpers
* Finish preference judge coverage
* Finish preference mine coverage
* Cover modality wrapper modules
* Cover repl and watch helpers
* Cover scaffold and template edges
* Cover app and harvest helpers
* Finish share helper coverage
* Cover share pull orchestrator
* Cover share push orchestrator
* Cover peer token edge cases
* Cover peer runtime flow
* Cover control apply edge branches
* Cover init helper edge cases
* Cover train validation edge cases
* Cover train watch edge cases
* Cover prompt edge cases
* Cover GPU resolve failure
* Cover export edge paths
* Cover export runtime targets
* Cover export run errors
* Cover audio probe generic processor load failure
* Raise coverage gates from 95% to 100%
* Fix import sort order in test_state_sidecar and test_tokenization
* Apply ruff format to 16 test files
* Cover vllm platform helpers on all OS targets
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Co-authored-by: mfwolffe <wolffemf@dukes.jmu.edu>