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Fix JIT quick-update visualization output regressions

Context

Four test-workspace scripts expect real release-profile searches to invoke the JIT-cached quick-update visualization path and produce fit images. CI reported missing files. Local main still fails the ellipse, interferometer, and point-source cases, while imaging passes.

Owners: @PyAutoFit, @PyAutoGalaxy, @PyAutoLens, @autogalaxy_workspace_test, and @autolens_workspace_test.

Scripts

  • autogalaxy_workspace_test/scripts/ellipse/modeling_visualization_jit.py
  • autogalaxy_workspace_test/scripts/imaging/modeling_visualization_jit.py
  • autogalaxy_workspace_test/scripts/interferometer/modeling_visualization_jit.py
  • autolens_workspace_test/scripts/point_source/modeling_visualization_jit.py

Required work

  1. Reproduce from clean output directories with JAX enabled and real release-profile searches.
  2. Trace search update cadence, visualization dispatch, cached fit creation, output-path routing, and exception handling for all four dataset types.
  3. Fix the shared library path where possible; do not add sleeps, weaken assertions, or fabricate image files in scripts.
  4. Add focused tests proving quick updates invoke visualization and write the expected artifact for ellipse, imaging, interferometer, and point-source analyses.
  5. Run owning-library tests and all four scripts under the release profile.