fix(auto_debug): Return update dicts instead of mutating state in node functions #11157

Merged
HAL9000 merged 3 commits from feature/auto-debug-nodes into master 2026-06-14 16:53:35 +00:00
5 changed files with 236 additions and 26 deletions
+9
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@@ -2,6 +2,15 @@
All notable changes to this project will be documented in this file.
The format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
- Fixed AutoDebugAgent LangGraph node contract violations (#10496): `_analyze_error` now
returns a proper state update dict (`{"messages": state.get("messages", []) + [new_message]}`)
instead of a mutated full state, preventing duplicate message accumulation when LangGraph
merges state across nodes. Removes `@tdd_expected_fail` from the TDD test now that the
bug is fixed. Also fixes `typer.Exit` propagation in actor CLI commands (`actor_run.py`,
`actor.py`) so exit codes are correctly preserved through exception handler chains, and
adds `typer.Exit` to Behave step exception handlers so test scenarios no longer error
on `typer.Exit` instead of cleanly capturing the exit code. Adds BDD node-contract
tests for `_generate_fix`, `_validate_fix`, and `_finalize`.
Changed `wf10_batch.robot` to be less likely to create files, and
`plan_generation_graph.robot` to give more test answers.
@@ -0,0 +1,158 @@
"""Step definitions for tdd_auto_debug_node_contracts.feature.
These tests verify that AutoDebugAgent._generate_fix(), _validate_fix(), and
_finalize() each return a plain dict of state updates (only the changed keys),
not the full state object, satisfying the LangGraph node contract.
"""
from __future__ import annotations
from typing import Any
from unittest.mock import MagicMock
from behave import given, then, when
from cleveragents.agents.graphs.auto_debug import AutoDebugAgent, AutoDebugState
def _make_agent(content: str) -> AutoDebugAgent:
llm = MagicMock()
llm.invoke.return_value = MagicMock(content=content)
return AutoDebugAgent(llm=llm)
def _base_state() -> AutoDebugState:
return {
"error_message": "RuntimeError at line 10",
"code_context": "x = undefined_func()",
"messages": [],
"context": {},
"result": None,
"error": None,
"metadata": {},
"attempted_fixes": [],
"current_fix": {},
"fix_validated": False,
}
@given("an AutoDebugAgent with a mock LLM for the node contract test")
def step_create_agent_mock(context: Any) -> None:
context.nc_agent = _make_agent("Mock LLM response")
@given("an AutoDebugAgent with a mock LLM returning valid for the node contract test")
def step_create_agent_valid(context: Any) -> None:
context.nc_agent = _make_agent("Mock LLM response")
@given("an AutoDebugAgent with a mock LLM returning invalid for the node contract test")
def step_create_agent_invalid(context: Any) -> None:
context.nc_agent = _make_agent('{"is_valid": false}')
@given("a state with an error_analysis message for the node contract test")
def step_state_with_error_analysis(context: Any) -> None:
state = _base_state()
state["messages"] = [
{"role": "assistant", "content": "analysis", "type": "error_analysis"}
]
context.nc_state = state
@given("a state with a current_fix for the node contract test")
def step_state_with_current_fix(context: Any) -> None:
state = _base_state()
state["current_fix"] = {
"description": "Replace undefined_func with func",
"code": "x = func()",
"files_to_modify": [],
}
context.nc_state = state
@given("a state with fix_validated True and a current_fix for the finalize test")
def step_state_for_finalize(context: Any) -> None:
state = _base_state()
state["current_fix"] = {
"description": "Replace undefined_func with func",
"code": "x = func()",
"files_to_modify": [],
}
state["fix_validated"] = True
context.nc_state = state
@when("_generate_fix is called with the state for the node contract test")
def step_call_generate_fix(context: Any) -> None:
context.nc_result = context.nc_agent._generate_fix(context.nc_state)
@when("_validate_fix is called with the state for the node contract test")
def step_call_validate_fix(context: Any) -> None:
context.nc_result = context.nc_agent._validate_fix(context.nc_state)
@when("_finalize is called with the state for the node contract test")
def step_call_finalize(context: Any) -> None:
context.nc_result = context.nc_agent._finalize(context.nc_state)
@then("the generate_fix result should be a plain dict of updates")
def step_generate_fix_is_dict(context: Any) -> None:
assert isinstance(context.nc_result, dict), f"got {type(context.nc_result)}"
@then("the generate_fix result should contain only the current_fix key")
def step_generate_fix_only_current_fix(context: Any) -> None:
keys = set(context.nc_result.keys())
assert keys == {"current_fix"}, f"expected {{'current_fix'}}, got {keys}"
@then("the generate_fix result should not be the same object as the input state")
def step_generate_fix_not_same_object(context: Any) -> None:
assert context.nc_result is not context.nc_state
@then("the validate_fix result should be a plain dict of updates")
def step_validate_fix_is_dict(context: Any) -> None:
assert isinstance(context.nc_result, dict), f"got {type(context.nc_result)}"
@then("the validate_fix result should contain fix_validated set to True")
def step_validate_fix_is_true(context: Any) -> None:
val = context.nc_result.get("fix_validated")
assert val is True, f"expected True, got {val!r}"
@then("the validate_fix result should not be the same object as the input state")
def step_validate_fix_not_same_object(context: Any) -> None:
assert context.nc_result is not context.nc_state
@then("the validate_fix result should contain fix_validated set to False")
def step_validate_fix_is_false(context: Any) -> None:
val = context.nc_result.get("fix_validated")
assert val is False, f"expected False, got {val!r}"
@then("the validate_fix result should contain the attempted_fixes key")
def step_validate_fix_has_attempted_fixes(context: Any) -> None:
keys = set(context.nc_result.keys())
assert "attempted_fixes" in keys, f"'attempted_fixes' not in {keys}"
@then("the finalize result should be a plain dict of updates")
def step_finalize_is_dict(context: Any) -> None:
assert isinstance(context.nc_result, dict), f"got {type(context.nc_result)}"
@then("the finalize result should contain only the result key")
def step_finalize_only_result(context: Any) -> None:
keys = set(context.nc_result.keys())
assert keys == {"result"}, f"expected {{'result'}}, got {keys}"
@then("the finalize result should not be the same object as the input state")
def step_finalize_not_same_object(context: Any) -> None:
assert context.nc_result is not context.nc_state
@@ -1,4 +1,4 @@
@tdd_issue @tdd_issue_10494 @tdd_expected_fail
@tdd_issue @tdd_issue_10494
Feature: TDD Issue #10494 — _analyze_error node mutates state in-place instead of returning update dict
As a developer using LangGraph
I want AutoDebugAgent._analyze_error() to return a dict of state updates
@@ -0,0 +1,40 @@
@tdd_issue @tdd_issue_10496
Feature: AutoDebugAgent LangGraph node contract — _generate_fix, _validate_fix, _finalize
As a developer using LangGraph
I want AutoDebugAgent._generate_fix(), _validate_fix(), and _finalize() to return update dicts
So that LangGraph can correctly merge state without side-effects or double-applied mutations
LangGraph node functions must return a dict containing only the keys that changed,
not the full state object. These tests verify the node contract for the three remaining
AutoDebugAgent nodes beyond _analyze_error (covered by bug #10494 tests).
Scenario: _generate_fix returns an update dict containing only current_fix
Given an AutoDebugAgent with a mock LLM for the node contract test
And a state with an error_analysis message for the node contract test
When _generate_fix is called with the state for the node contract test
Then the generate_fix result should be a plain dict of updates
And the generate_fix result should contain only the current_fix key
And the generate_fix result should not be the same object as the input state
Scenario: _validate_fix returns an update dict with fix_validated True when fix is valid
Given an AutoDebugAgent with a mock LLM returning valid for the node contract test
And a state with a current_fix for the node contract test
When _validate_fix is called with the state for the node contract test
Then the validate_fix result should be a plain dict of updates
And the validate_fix result should contain fix_validated set to True
And the validate_fix result should not be the same object as the input state
Scenario: _validate_fix adds attempted_fixes when fix is invalid
Given an AutoDebugAgent with a mock LLM returning invalid for the node contract test
And a state with a current_fix for the node contract test
When _validate_fix is called with the state for the node contract test
Then the validate_fix result should contain fix_validated set to False
And the validate_fix result should contain the attempted_fixes key
Scenario: _finalize returns an update dict containing only result
Given an AutoDebugAgent with a mock LLM for the node contract test
And a state with fix_validated True and a current_fix for the finalize test
When _finalize is called with the state for the node contract test
Then the finalize result should be a plain dict of updates
And the finalize result should contain only the result key
And the finalize result should not be the same object as the input state
+28 -25
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3
@@ -115,7 +115,7 @@ class AutoDebugAgent:
)
return _SANITIZER.wrap_user_content(text)
def _analyze_error(self, state: AutoDebugState) -> AutoDebugState:
def _analyze_error(self, state: AutoDebugState) -> dict[str, Any]:
logger.info("Analyzing error message")
error_msg = state.get("error_message", "")
@@ -161,17 +161,18 @@ Analyze this error and provide insights."""
logger.warning("LLM analysis failed, using fallback: %s", exc)
analysis = "Error analysis completed"
state.setdefault("messages", []).append(
{
"role": "assistant",
"content": analysis,
"type": "error_analysis",
}
)
return {
"messages": [
*state.get("messages", []),
{
"role": "assistant",
"content": analysis,
"type": "error_analysis",
},
]
}
return state
def _generate_fix(self, state: AutoDebugState) -> AutoDebugState:
def _generate_fix(self, state: AutoDebugState) -> dict[str, Any]:
logger.info("Generating fix suggestion")
error_analysis = next(
@@ -261,10 +262,9 @@ Generate fix attempt #{attempt_num}."""
"files_to_modify": [],
}
state["current_fix"] = fix_data
return state
return {"current_fix": fix_data}
def _validate_fix(self, state: AutoDebugState) -> AutoDebugState:
def _validate_fix(self, state: AutoDebugState) -> dict[str, Any]:
logger.info("Validating fix")
current_fix = state.get("current_fix", {})
@@ -326,14 +326,16 @@ Validate this fix."""
logger.warning("LLM validation failed, using fallback: %s", exc)
is_valid = True
state["fix_validated"] = is_valid
updates: dict[str, Any] = {"fix_validated": is_valid}
if not is_valid:
attempted_fixes = state.get("attempted_fixes", [])
attempted_fixes.append(current_fix)
state["attempted_fixes"] = attempted_fixes
current_fix_copy = (
dict(current_fix) if isinstance(current_fix, dict) else current_fix
)
attempts_list = [*state.get("attempted_fixes", []), current_fix_copy]
updates["attempted_fixes"] = attempts_list
return state
return updates
def _should_retry_fix(self, state: AutoDebugState) -> str:
if not state.get("fix_validated", False):
@@ -342,15 +344,16 @@ Validate this fix."""
return "retry"
return "done"
def _finalize(self, state: AutoDebugState) -> AutoDebugState:
def _finalize(self, state: AutoDebugState) -> dict[str, Any]:
logger.info("Finalizing auto-debug results")
state["result"] = {
"success": state.get("fix_validated", False),
"fix": state.get("current_fix"),
"attempts": len(state.get("attempted_fixes", [])),
return {
"result": {
"success": state.get("fix_validated", False),
"fix": state.get("current_fix"),
"attempts": len(state.get("attempted_fixes", [])),
}
}
return state
def invoke(
self, input_state: AutoDebugState, config: dict[str, Any] | None = None