Fix auto-registration of tasks, add offline DB fallback for local evaluation, and improve rate-limit out-of-credit failover

Move demo.load inside gr.Blocks context to resolve Gradio event trigger AttributeError

Restore safe ZeroGPU warmup check to satisfy Hugging Face ZeroGPU startup detector

Fix indentation in run_custom_test_ui block and clean up redundant finally block

Wire BYOK pattern and temporary provider override into Standalone Diagnostic Episode tab

Remove ZeroGPU code, fix nested key lookups for diagnostic episodes, and resolve BYO test case crashes

Fix dictionary key lookups in standalone diagnostic tab and resolve three crashes in custom BYO test case tab

Remove Dict[str, Any] type hints from Gradio handlers to sidestep schema introspection crashes

Wire in spaces.GPU warmup call during startup and demo.load to complete ZeroGPU detection handshake

Remove huggingface_hub token monkeypatch that blocked ZeroGPU API discovery

Add registered spaces.GPU warmup function to satisfy ZeroGPU startup check

Remove ZeroGPU decorator to fix Gradio UI Error on benchmark execution

feat(security): implement Security & Vulnerability Audit Suite (Tests 6-14) with Gradio UI and BYO file upload safeguards

fix: import patch_mesh_for_adversarial and call mesh.inject_hidden_dependency_fault for custom test cases

feat: add BYO-Test-Case upload tab right next to fixed benchmark suite

fix: switch to Gradio SDK (sdk: gradio) with ZeroGPU decorators for compatibility with free ZeroGPU tier

feat: public stress-test demo UI with BYOK, session limits, and Docker SDK setup

Add model_dump and to_dict methods to GradeResult and make JSON serialization safe

Handle TypeError when spaces wrapper rejects ssr argument in demo.launch

Use explicit literal @spaces.GPU decorators so AST scanner detects ZeroGPU functions at startup

Disable experimental Gradio 5 SSR in demo.launch to prevent Node.js server crashes

Add HfFolder polyfill in app.py and upgrade space sdk_version to 5.12.0 to resolve HfFolder ImportError across all container environments

Add Gradio app.py entrypoint for Hugging Face Spaces free tier