Update a2ui_inference blueprint with refined APIs

blueprints/codebases/agent_sdks/python/a2ui_agent/codebase.blueprint.md

@@ -1,6 +1,6 @@
 ---
 codebase_path: agent_sdks/python/a2ui_agent
-associated_module: a2ui_inference
+associated_module: a2ui_agent
 module_blueprint_commit: null
 implemented_features: []
 local_development:
@@ -13,16 +13,20 @@ local_development:
 
 ## **Architecture & Ecosystem Map**
 
-The reference Python implementation of the A2UI Agent/Inference SDK (`a2ui_inference`).
+The reference Python implementation of the A2UI Agent SDK (`a2ui_agent`).
 
-- **Prompt Engineering**: Dynamic system instructions engine utilizing `A2uiSchemaManager` to load and compile bundled component schemas from schemas folder.
-- **Streaming & Parsing**: Uses regex-based real-time block extraction (`re.DOTALL` tag searches) inside `A2uiStreamParser` to isolate JSON segments from LLM streams on the fly.
-- **Validation & Fixing**: Employs `PayloadFixer` to automatically heal invalid trailing commas and close bracket anomalies before structural validation is invoked.
+- **Inference Formats & Prompt Engineering**: Decouples input prompt generation and output response parsing via format strategy facades (`InferenceFormat` / `InferenceFormatFactory`). Each strategy coordinates a format-specific `PromptGenerator` (which outputs instruction snippets and catalog schemas) and a `Parser` (which tokenizes, unwraps, and compiles responses).
+- **Response Parsing**: Employs format-specific `Parser` engines to unwrap sentinel-tagged content, tokenize LLM responses into conversational text and raw payload blocks, and compile format expressions into standard A2UI payload messages.
+- **Validation**: Structural layout and schema validation are delegated directly to core `a2ui.core.validating.A2uiValidator` to enforce contract compliance across all inference formats.
+- **Framework Independence**: The SDK is completely agent-framework agnostic. It provides pure Python primitives and session facades without hardcoded dependencies on specific agent frameworks like ADK or LangChain.
 
 ## **Local Technical Decisions & Overrides**
 
-- **ADK Integration**: Direct adapters exposed inside `src/a2ui/adk` to hook seamlessly into Python Agent Development Kit (ADK) event streams.
-- **Resource Loading**: Bundles standard schema assets using standard `importlib.resources`, reverting to directory checking during local development modes.
+- **Multi-Catalog Capability Negotiation**: Implements `A2uiSessionManager` and `A2uiSession` to negotiate client capabilities (`A2uiRendererCapabilities`) against registered catalog configurations (`CatalogConfig`), caching sessions by deterministic capability hash signature.
+- **Standalone Catalog Transformers**: Uses `ComponentPruningTransformer` and `FunctionPruningTransformer` to decouple component and function allowlist filtering from raw schema parsing and representation.
+- **Zero Validator Overhead**: Directly reuses `a2ui.core.validating.A2uiValidator` from `a2ui_core`, eliminating redundant validator facade wrappers in the agent layer.
+- **Direct JSON Syntax Healing**: `DirectJsonFormat` includes JSON-specific repair utilities and `progressive_keys` to auto-heal fragmented JSON syntax, unquoted keys, and trailing commas.
+- **Resource Loading**: Bundles standard schema assets using standard `importlib.resources` (`BundledCatalogProvider`), with `FileSystemCatalogProvider` and `InMemoryCatalogProvider` for local file development or dynamic in-memory schemas.
 
 ## **Validation & Execution Recipes**