Document Audita v2 operator migration and examples

examples/README.md

@@ -70,7 +70,11 @@ The examples contain environment-variable names but no credential values. Set
 `OBJECT_STORAGE_KEY_ID`, `OBJECT_STORAGE_KEY`, `AUDITA_LLM_API_KEY`, and
 `NOTARIUS_LLM_API_KEY` to nonempty synthetic or real values before loading the
 examples that reference them. They use fictional campaign content and reserved
-example domains.
+example domains. The Audita and Notarius names are example references, not
+implicit aliases: external backend/profile configurations must use those exact
+names, or the Narratio credential lists must be changed to match. See the
+[Audita v2 migration guide](https://gitea.maximumdirect.net/eric/audita/src/tag/v2.0.0/docs/migrations/v2.md)
+for maintained downstream configuration examples.
 
 For a deployed bundle, keep credential files out of source control in a
 `secrets/` directory beside the root `pipeline.yml`, one file per referenced

examples/pipeline.full.annotated.yml

@@ -90,11 +90,12 @@ seriatim:
     filler_max_duration: 1.25
 
 audita:
-  # Optional overrides; defaults shown explicitly where applicable.
+  # Optional overrides. Audita owns its own configuration and profiles.
   binary: audita
   timeout: 3h
+  # Names must match credentials on every backend in the Audita v2 config.
   credentials: [AUDITA_LLM_API_KEY]
-  modules: [glossary, homophones, spoken_word, grammar]
+  # Omit modules for Audita's default sequence; modules: [] disables corrections.
   overlay: ""
   proposal_profile: ""
   validation_profile: ""

examples/pipeline.production.yml

@@ -58,7 +58,7 @@ audita:
   binary: audita
   timeout: 3h
   credentials: [AUDITA_LLM_API_KEY]
-  modules: [glossary, homophones, spoken_word, grammar]
+  # Omit modules to use Audita defaults; modules: [] disables corrections.
   output_schema: audita-v1
 
 normalize: