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refactor(extensions/tealtiger): rewrite per review — MiddlewareFactory, ag2.* namespace, ToolErrorEvent
Addresses all feedback from @vvlrff review: - Move to ag2.* namespace (autogen.beta.* removed in #3023) - Use MiddlewareFactory pattern: long-lived state on factory, per-turn instances get a reference (same as MetricsMiddleware/TelemetryMiddleware) - Return ToolErrorEvent for denials (proper ToolResultType contract) - Actually import and use tealtiger package (TealEngine.evaluate()) - Implement working cost tracking (_cumulative_cost incremented on ALLOW) - Get agent identity from context.dependencies[AGENT_CONTEXT_DEPENDENCY_KEY] - Use event.arguments directly (no hasattr probing) - 16 tests covering factory pattern, tool execution, kill switch, cost, audit trail, and callbacks Closes #2967
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# Copyright (c) 2026, AG2ai, Inc., AG2ai open-source projects maintainers and core contributors
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# SPDX-License-Identifier: Apache-2.0
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#
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# Maintainer: @nagasatish007
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# Additional dependency: tealtiger>=1.3.0
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"""TealTiger deterministic governance middleware for AG2.
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Provides policy enforcement, PII detection, tool allowlisting, cost tracking,
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and per-agent kill switches — all evaluated deterministically in <5ms with no
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LLM in the governance path.
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Example:
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from ag2 import Agent
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from ag2.extensions.tealtiger import TealTigerMiddleware, GovernancePolicy
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governance = TealTigerMiddleware(
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policies=[
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GovernancePolicy.tool_allowlist(["search", "read_file"]),
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GovernancePolicy.pii_block(["ssn", "credit_card"]),
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GovernancePolicy.cost_limit(max_per_session=5.0),
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],
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mode="ENFORCE",
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)
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agent = Agent(
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"assistant",
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config=OpenAIConfig("gpt-4o-mini"),
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tools=[search, read_file],
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middleware=[governance],
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)
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# Access governance state on the factory
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governance.freeze("assistant")
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print(governance.decisions)
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print(governance.receipts)
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"""
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try:
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from ag2.extensions.tealtiger.middleware import TealTigerMiddleware
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from ag2.extensions.tealtiger.types import (
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GovernanceDecision,
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GovernanceMode,
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GovernancePolicy,
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TEECReceipt,
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)
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except ImportError as e:
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from ag2.exceptions import missing_additional_dependency
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TealTigerMiddleware = missing_additional_dependency("TealTigerMiddleware", "tealtiger>=1.3.0", e) # type: ignore[misc]
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GovernanceDecision = missing_additional_dependency("GovernanceDecision", "tealtiger>=1.3.0", e) # type: ignore[misc]
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GovernanceMode = missing_additional_dependency("GovernanceMode", "tealtiger>=1.3.0", e) # type: ignore[misc]
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GovernancePolicy = missing_additional_dependency("GovernancePolicy", "tealtiger>=1.3.0", e) # type: ignore[misc]
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TEECReceipt = missing_additional_dependency("TEECReceipt", "tealtiger>=1.3.0", e) # type: ignore[misc]
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__all__ = [
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"GovernanceDecision",
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"GovernanceMode",
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"GovernancePolicy",
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"TEECReceipt",
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"TealTigerMiddleware",
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]
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# Copyright (c) 2026, AG2ai, Inc., AG2ai open-source projects maintainers and core contributors
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# SPDX-License-Identifier: Apache-2.0
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"""TealTiger deterministic governance middleware.
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Implements MiddlewareFactory pattern: TealTigerMiddleware is the factory (holds
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long-lived state like frozen agents, decisions, cumulative cost) and creates
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per-turn _TealTigerPerTurn instances that share a reference to the factory state.
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This follows the same pattern as MetricsMiddleware/TelemetryMiddleware in
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ag2/middleware/builtin/.
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"""
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from __future__ import annotations
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import hashlib
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import time
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from collections.abc import Callable
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from typing import TYPE_CHECKING, Any
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if TYPE_CHECKING:
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from ag2 import Agent
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from ag2.annotations import Context
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from ag2.events import BaseEvent, ToolCallEvent
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from ag2.middleware.base import ToolExecution, ToolResultType
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# Import tealtiger for governance evaluation
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import tealtiger
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from ag2.events import ToolErrorEvent
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from ag2.extensions.tealtiger.types import (
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GovernanceDecision,
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GovernanceMode,
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GovernancePolicy,
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TEECReceipt,
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)
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from ag2.middleware import BaseMiddleware
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from ag2.middleware.base import ToolResultType
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from ag2.utils import AGENT_CONTEXT_DEPENDENCY_KEY
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class TealTigerMiddleware:
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"""Deterministic governance middleware factory for AG2.
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Holds long-lived governance state (decisions, receipts, frozen agents, cost)
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across turns. Creates per-turn middleware instances that share this state.
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This is a MiddlewareFactory — pass it directly to the agent's middleware list.
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Args:
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policies: List of GovernancePolicy definitions.
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mode: Governance mode (OBSERVE, MONITOR, ENFORCE).
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cost_per_call: Estimated cost per tool call in USD (default: 0.002).
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on_decision: Optional callback invoked with each GovernanceDecision.
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on_receipt: Optional callback invoked with each TEECReceipt.
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Example:
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from ag2 import Agent
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from ag2.extensions.tealtiger import TealTigerMiddleware, GovernancePolicy
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governance = TealTigerMiddleware(
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policies=[
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GovernancePolicy.tool_allowlist(["search", "read_*"]),
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GovernancePolicy.pii_block(["ssn", "credit_card"]),
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GovernancePolicy.cost_limit(max_per_session=5.0),
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],
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mode="ENFORCE",
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)
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agent = Agent(
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"assistant",
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config=OpenAIConfig("gpt-4o-mini"),
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tools=[search, read_file],
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middleware=[governance],
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)
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# Long-lived state accessible on the factory
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governance.freeze("assistant")
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print(governance.decisions)
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print(f"Total cost: ${governance.total_cost:.4f}")
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"""
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def __init__(
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self,
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policies: list[GovernancePolicy] | None = None,
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mode: str | GovernanceMode = GovernanceMode.OBSERVE,
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cost_per_call: float = 0.002,
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on_decision: Callable[[GovernanceDecision], None] | None = None,
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on_receipt: Callable[[TEECReceipt], None] | None = None,
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) -> None:
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self.policies = policies or []
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self.mode = GovernanceMode(mode) if isinstance(mode, str) else mode
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self.cost_per_call = cost_per_call
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self.on_decision = on_decision
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self.on_receipt = on_receipt
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# Long-lived state (survives across turns)
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self._decisions: list[GovernanceDecision] = []
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self._receipts: list[TEECReceipt] = []
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self._frozen_agents: set[str] = set()
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self._cumulative_cost: float = 0.0
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# Initialize TealTiger engine for policy evaluation
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self._engine = tealtiger.TealEngine(
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policies=[{"type": p.type, **p.config} for p in self.policies],
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mode=self.mode.value,
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)
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# Compute policy digest for receipts
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policy_str = str(sorted((p.type, str(p.config)) for p in self.policies))
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self._policy_digest = hashlib.sha256(policy_str.encode()).hexdigest()[:16]
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def __call__(self, event: BaseEvent, context: Context) -> BaseMiddleware:
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"""MiddlewareFactory protocol: create per-turn middleware instance."""
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return _TealTigerPerTurn(event, context, factory=self)
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# ─── Public API (accessible on the factory) ──────────────────────────
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def freeze(self, agent_name: str) -> None:
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"""Freeze an agent — blocks all tool calls for this agent."""
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self._frozen_agents.add(agent_name)
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def unfreeze(self, agent_name: str) -> None:
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"""Unfreeze an agent — restores normal governance."""
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self._frozen_agents.discard(agent_name)
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def is_frozen(self, agent_name: str) -> bool:
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"""Check if an agent is currently frozen."""
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return agent_name in self._frozen_agents
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@property
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def decisions(self) -> list[GovernanceDecision]:
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"""All governance decisions made across all turns."""
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return list(self._decisions)
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@property
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def receipts(self) -> list[TEECReceipt]:
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"""All TEEC receipts generated across all turns."""
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return list(self._receipts)
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@property
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def total_cost(self) -> float:
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"""Cumulative cost tracked across all tool calls."""
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return self._cumulative_cost
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@property
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def deny_count(self) -> int:
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"""Number of denied decisions."""
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return sum(1 for d in self._decisions if d.action == "DENY")
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def reset(self) -> None:
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"""Reset all state — decisions, receipts, cost, frozen agents."""
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self._decisions.clear()
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self._receipts.clear()
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self._frozen_agents.clear()
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self._cumulative_cost = 0.0
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class _TealTigerPerTurn(BaseMiddleware):
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"""Per-turn middleware instance — delegates governance to the factory's shared state."""
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def __init__(
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self,
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event: BaseEvent,
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context: Context,
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factory: TealTigerMiddleware,
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) -> None:
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super().__init__(event, context)
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self._factory = factory
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self._agent_name = self._get_agent_name(context)
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async def on_tool_execution(
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self,
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call_next: ToolExecution,
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event: ToolCallEvent,
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context: Context,
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) -> ToolResultType:
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"""Evaluate governance policies before tool execution.
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Returns ToolErrorEvent for denied calls, or passes through to call_next.
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"""
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start_time = time.perf_counter()
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tool_name = event.name
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tool_args = event.arguments if hasattr(event, "arguments") else str(event.args)
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# Evaluate governance
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decision = self._evaluate(tool_name, tool_args)
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eval_time_ms = (time.perf_counter() - start_time) * 1000
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decision.evaluation_time_ms = round(eval_time_ms, 3)
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# Record decision
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self._factory._decisions.append(decision)
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if self._factory.on_decision:
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self._factory.on_decision(decision)
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# Handle DENY in ENFORCE mode
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if self._factory.mode == GovernanceMode.ENFORCE and decision.action == "DENY":
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# Emit receipt for blocked execution
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self._emit_receipt(decision, execution_outcome="blocked")
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# Return ToolErrorEvent — the correct return type per the contract
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reason = ", ".join(decision.reason_codes)
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return ToolErrorEvent(
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call_id=event.call_id,
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error=Exception(
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f"[GOVERNANCE DENIED] Tool '{tool_name}' blocked. "
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f"Reason: {reason}. Decision ID: {decision.decision_id}"
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),
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)
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# Track cost for allowed calls
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self._factory._cumulative_cost += self._factory.cost_per_call
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decision.cost_tracked = self._factory.cost_per_call
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decision.cumulative_cost = self._factory._cumulative_cost
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# Execute the tool
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result = await call_next(event, context)
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# Emit receipt for executed tool
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outcome = "error" if isinstance(result, ToolErrorEvent) else "executed"
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self._emit_receipt(decision, execution_outcome=outcome)
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return result
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# ─── Private evaluation logic ────────────────────────────────────────
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def _evaluate(self, tool_name: str, tool_args: Any) -> GovernanceDecision:
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"""Evaluate governance policies against a tool call."""
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action = "ALLOW"
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reason_codes: list[str] = []
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risk_score = 0
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# Check agent freeze
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if self._agent_name and self._factory.is_frozen(self._agent_name):
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action = "DENY"
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reason_codes.append("AGENT_FROZEN")
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risk_score = 100
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else:
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# Delegate to TealTiger engine for policy evaluation
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engine_decision = self._factory._engine.evaluate(
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tool_name=tool_name,
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tool_args=str(tool_args),
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agent_id=self._agent_name or "unknown",
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cumulative_cost=self._factory._cumulative_cost,
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)
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action = engine_decision.get("action", "ALLOW")
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reason_codes = engine_decision.get("reason_codes", [])
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risk_score = engine_decision.get("risk_score", 0)
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return GovernanceDecision(
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action=action,
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mode=self._factory.mode.value,
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agent_name=self._agent_name or "unknown",
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tool_name=tool_name,
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reason_codes=reason_codes or (["POLICY_ALLOW"] if action == "ALLOW" else []),
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risk_score=risk_score,
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cumulative_cost=self._factory._cumulative_cost,
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)
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def _emit_receipt(self, decision: GovernanceDecision, execution_outcome: str) -> None:
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"""Emit a TEEC receipt for the governance decision."""
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receipt = TEECReceipt(
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decision_id=decision.decision_id,
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agent_name=decision.agent_name,
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tool_name=decision.tool_name,
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action=decision.action,
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execution_outcome=execution_outcome,
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reason_codes=decision.reason_codes,
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risk_score=decision.risk_score,
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policy_digest=self._factory._policy_digest,
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)
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self._factory._receipts.append(receipt)
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if self._factory.on_receipt:
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self._factory.on_receipt(receipt)
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def _get_agent_name(self, context: Context) -> str | None:
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"""Extract agent name from context dependencies."""
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agent: Agent | None = context.dependencies.get(AGENT_CONTEXT_DEPENDENCY_KEY)
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if agent is not None:
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return agent.name
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return None

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