Merge remote-tracking branch 'origin/main' into riedgar-ms/selfask-jsonschema-01

# Conflicts:
#	pyrit/memory/memory_models.py

Author: rlundeen2

.github/instructions/scenarios.instructions.md

@@ -179,7 +179,7 @@ AttackTechniqueFactory(
     attack_class=PromptSendingAttack,
     strategy_tags=["core", "single_turn", "default"],
     attack_kwargs={"max_turns": 5},
-    adversarial_config=None,
+    adversarial_chat=None,                  # None = resolve adversarial target lazily at create()
     seed_technique=None,
     uses_adversarial=None,                  # None = auto-derive from attack signature/seeds
     scorer_override_policy=ScorerOverridePolicy.WARN,

.pyrit_conf_example

@@ -111,6 +111,19 @@ operation: op_trash_panda
 #   - /path/to/.env
 #   - /path/to/.env.local
 
+# Azure Key Vault Environment References
+# ---------------------------------------
+# List of AKV secret URLs to load during initialization.
+# Each secret's value must be the full contents of a .env file.
+# Loaded after env_files, so AKV secrets take precedence.
+# Authentication uses DefaultAzureCredential (managed identity, Azure CLI, etc.).
+#
+# Requires: pip install azure-keyvault-secrets
+#
+# Example:
+# env_akv_ref:
+#   - https://my-vault.vault.azure.net/secrets/my-pyrit-env
+
 # Max Concurrent Scenario Runs
 # ----------------------------
 # Maximum number of scenario runs that can execute concurrently in the backend.