fix(agent): clean up the session tail when the continuation ceiling is exhausted
a turn that exhausts all 4 length-continuation attempts used to persist its interim fragments and '[System: ... continue ...]' user nudges into the session transcript. every later user turn replayed the unanswered nudges, so the model resumed the oversized response, truncated again, and re-exhausted the ceiling - wedging the session regardless of input. at the ceiling exit, drop the fragment/nudge scaffolding from the turn's tail and store one settled assistant turn carrying the stitched partial text. the marks are cleared on continuation success and on the content-filter rollback so cleanup can never delete fragments whose text was already consumed. also stop labeling a finish_reason='length' stub a network error: report it as a truncation (stream ended before completion) and say the partial response is kept when the ceiling is exhausted.
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a96a4621fa
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c5c040cb35
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@ -3072,8 +3072,8 @@ def run_conversation(
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if finish_reason == "length":
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if getattr(response, "id", "") == PARTIAL_STREAM_STUB_ID:
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agent._vprint(
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f"{agent.log_prefix}⚠️ Stream interrupted by network error "
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f"(finish_reason='length' on partial-stream-stub)",
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f"{agent.log_prefix}⚠️ Response truncated — stream "
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f"ended before completion",
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force=True,
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)
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else:
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@ -3200,6 +3200,11 @@ def run_conversation(
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# gets a coherent continuation point.
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if truncated_response_parts:
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messages = agent._get_messages_up_to_last_assistant(messages)
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# Unmark survivors: their text left the stitched partial.
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for _frag in messages:
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if isinstance(_frag, dict):
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_frag.pop("_length_continuation_fragment", None)
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_frag.pop("_length_continuation_nudge", None)
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agent._session_messages = messages
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length_continue_retries = 0
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truncated_response_parts = []
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@ -3236,6 +3241,8 @@ def run_conversation(
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)
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if not _is_empty_partial_stub:
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interim_msg = agent._build_assistant_message(assistant_message, finish_reason)
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# Marked so the ceiling exit can drop the fragment trail.
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interim_msg["_length_continuation_fragment"] = True
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messages.append(interim_msg)
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if assistant_message.content:
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truncated_response_parts.append(assistant_message.content)
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@ -3274,6 +3281,7 @@ def run_conversation(
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continue_msg = {
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"role": "user",
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"content": _continue_content,
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"_length_continuation_nudge": True,
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}
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messages.append(continue_msg)
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agent._session_messages = messages
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@ -3281,6 +3289,37 @@ def run_conversation(
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break
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partial_response = agent._strip_think_blocks("".join(truncated_response_parts)).strip()
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if partial_response:
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agent._vprint(
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f"{agent.log_prefix}⚠️ Response still truncated "
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f"after 4 continuation attempts — keeping the "
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f"partial response received so far.",
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force=True,
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)
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# Unanswered continue nudges made every later turn re-truncate.
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_turn_start = (
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current_turn_user_idx + 1
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if isinstance(current_turn_user_idx, int)
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and current_turn_user_idx >= 0
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else 0
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)
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messages[_turn_start:] = [
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m for m in messages[_turn_start:]
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if not (
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isinstance(m, dict)
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and (
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m.get("_length_continuation_fragment")
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or m.get("_length_continuation_nudge")
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)
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)
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]
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if partial_response:
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messages.append({
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"role": "assistant",
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"content": partial_response,
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"finish_reason": "length",
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})
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agent._session_messages = messages
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agent._cleanup_task_resources(effective_task_id)
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agent._persist_session(messages, conversation_history)
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return {
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@ -7160,6 +7199,11 @@ def run_conversation(
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final_response = "".join(truncated_response_parts) + final_response
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truncated_response_parts = []
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length_continue_retries = 0
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# The continuation recovered, so the fragments stay in the transcript.
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for _frag in messages:
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if isinstance(_frag, dict):
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_frag.pop("_length_continuation_fragment", None)
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_frag.pop("_length_continuation_nudge", None)
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final_response = agent._strip_think_blocks(final_response).strip()
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@ -0,0 +1,168 @@
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"""Regression tests for the post-ceiling session wedge.
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A turn that exhausts all 4 length-continuation attempts must leave the
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session usable: the next user message issues a fresh upstream request,
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inherits no continuation counter, and the partial text that WAS received
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is surfaced instead of dropped.
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"""
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from __future__ import annotations
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from types import SimpleNamespace
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from unittest.mock import MagicMock, patch
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import pytest
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from hermes_constants import PARTIAL_STREAM_STUB_ID, FINISH_REASON_LENGTH
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@pytest.fixture()
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def loop_agent():
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from run_agent import AIAgent
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with (
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patch("run_agent.get_tool_definitions", return_value=[]),
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patch("run_agent.check_toolset_requirements", return_value={}),
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patch("run_agent.OpenAI"),
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):
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a = AIAgent(
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api_key="test-key-1234567890",
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base_url="https://openrouter.ai/api/v1",
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quiet_mode=True,
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skip_context_files=True,
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skip_memory=True,
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)
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a.client = MagicMock()
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a._cached_system_prompt = "You are helpful."
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a._use_prompt_caching = False
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a.compression_enabled = False
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a.save_trajectories = False
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return a
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def _stub(content):
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from tests.run_agent.test_run_agent import _mock_assistant_msg
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return SimpleNamespace(
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id=PARTIAL_STREAM_STUB_ID,
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model="test/model",
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choices=[SimpleNamespace(
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index=0,
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message=_mock_assistant_msg(content=content),
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finish_reason=FINISH_REASON_LENGTH,
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)],
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usage=None,
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)
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def _run(agent, message, history=None):
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with (
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patch.object(agent, "_persist_session"),
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patch.object(agent, "_save_trajectory"),
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patch.object(agent, "_cleanup_task_resources"),
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):
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return agent.run_conversation(message, conversation_history=history)
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class TestContinuationCeilingWedge:
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def _exhaust_ceiling(self, agent):
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agent.client.chat.completions.create.side_effect = [
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_stub("part one "), _stub("part two "),
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_stub("part three "), _stub("part four."),
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]
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return _run(agent, "write me a long report")
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def test_partial_text_surfaced_at_ceiling(self, loop_agent):
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result = self._exhaust_ceiling(loop_agent)
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assert result["completed"] is False
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assert result["partial"] is True
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assert "part one" in (result["final_response"] or "")
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assert "part four" in (result["final_response"] or "")
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def test_new_user_message_issues_fresh_request(self, loop_agent):
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"""Core regression: after the ceiling, a new user turn must reach
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the provider instead of replaying wedge state."""
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from tests.run_agent.test_run_agent import _mock_response
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result1 = self._exhaust_ceiling(loop_agent)
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assert "truncated after 4 continuation attempts" in (result1.get("error") or "")
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calls_after_turn1 = loop_agent.client.chat.completions.create.call_count
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assert calls_after_turn1 == 4
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loop_agent.client.chat.completions.create.side_effect = [
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_mock_response(content="Hello! How can I help?", finish_reason="stop"),
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]
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result2 = _run(loop_agent, "hi", history=result1["messages"])
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assert loop_agent.client.chat.completions.create.call_count == calls_after_turn1 + 1, (
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"A new user message after the continuation ceiling must issue "
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"exactly one fresh upstream request."
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)
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assert result2["completed"] is True
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assert result2["final_response"] == "Hello! How can I help?"
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assert not result2.get("error")
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def test_ceiling_replaces_scaffolding_with_settled_turn(self, loop_agent):
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"""The persisted tail must not keep the continuation scaffolding.
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Unanswered "continue" nudges make every later turn resume the
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truncated response and re-exhaust the same ceiling."""
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result = self._exhaust_ceiling(loop_agent)
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msgs = result["messages"]
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nudges = [
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m for m in msgs
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if m.get("role") == "user"
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and "Continue exactly where you left off" in (m.get("content") or "")
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]
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assert nudges == [], (
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"Continuation nudges must not survive the ceiling exit — they "
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"steer every subsequent turn back into the truncated response."
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)
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assistants = [m for m in msgs if m.get("role") == "assistant"]
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assert len(assistants) == 1, (
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"The fragment trail must collapse into one settled assistant turn."
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)
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assert msgs[-1]["role"] == "assistant"
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content = msgs[-1]["content"] or ""
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for part in ("part one", "part two", "part three", "part four"):
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assert part in content, "Stitched partial must keep every fragment."
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def test_ceiling_not_labeled_network_error(self, loop_agent):
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"""A finish_reason='length' stub is a truncation, not a network
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error — the user-facing message must not blame the network."""
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printed = []
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original = loop_agent._vprint
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def _capture(text, **kwargs):
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printed.append(str(text))
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return original(text, **kwargs)
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with patch.object(loop_agent, "_vprint", side_effect=_capture):
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self._exhaust_ceiling(loop_agent)
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network_lines = [line for line in printed if "network error" in line.lower()]
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assert network_lines == [], (
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"Truncation must not be reported as a network error: "
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f"{network_lines!r}"
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)
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assert any("truncated" in line.lower() for line in printed), (
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"The user-facing message must name the truncation."
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)
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def test_new_turn_does_not_inherit_continuation_counter(self, loop_agent):
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"""A single truncation on the turn AFTER the ceiling must get its
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own full 4-attempt budget, not the exhausted counter."""
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from tests.run_agent.test_run_agent import _mock_response
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result1 = self._exhaust_ceiling(loop_agent)
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loop_agent.client.chat.completions.create.side_effect = [
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_stub("second turn partial "),
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_mock_response(content="and the rest.", finish_reason="stop"),
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]
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result2 = _run(loop_agent, "try again", history=result1["messages"])
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assert result2["completed"] is True, (
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"One truncation on a fresh turn must continue (1/4), not fail "
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"with an inherited exhausted counter."
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)
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assert "second turn partial" in result2["final_response"]
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assert "and the rest." in result2["final_response"]
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