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feat: default reasoning effort from xhigh to medium

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Reduces token usage and latency for most tasks by defaulting to
medium reasoning effort instead of xhigh. Users can still override
via config or CLI flag. Updates code, tests, example config, and docs.
This commit is contained in:
teknium1 2026-03-07 10:14:19 -08:00
parent 23e84de830
commit b84f9e410c
9 changed files with 25 additions and 24 deletions
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12
tests/test_provider_parity.py
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@ -145,7 +145,7 @@ class TestBuildApiKwargsCodex:
messages = [{"role": "user", "content": "hi"}]
kwargs = agent._build_api_kwargs(messages)
assert "reasoning" in kwargs
assert kwargs["reasoning"]["effort"] == "xhigh"
assert kwargs["reasoning"]["effort"] == "medium"
def test_includes_encrypted_content_in_include(self, monkeypatch):
agent = _make_agent(monkeypatch, "openai-codex", api_mode="codex_responses",
@ -596,19 +596,19 @@ class TestCodexReasoningPreflight:
# ── Reasoning effort consistency tests ───────────────────────────────────────
class TestReasoningEffortDefaults:
"""Verify reasoning effort defaults to xhigh across all provider paths."""
"""Verify reasoning effort defaults to medium across all provider paths."""
def test_openrouter_default_xhigh(self, monkeypatch):
def test_openrouter_default_medium(self, monkeypatch):
agent = _make_agent(monkeypatch, "openrouter")
kwargs = agent._build_api_kwargs([{"role": "user", "content": "hi"}])
reasoning = kwargs["extra_body"]["reasoning"]
assert reasoning["effort"] == "xhigh"
assert reasoning["effort"] == "medium"
def test_codex_default_xhigh(self, monkeypatch):
def test_codex_default_medium(self, monkeypatch):
agent = _make_agent(monkeypatch, "openai-codex", api_mode="codex_responses",
base_url="https://chatgpt.com/backend-api/codex")
kwargs = agent._build_api_kwargs([{"role": "user", "content": "hi"}])
assert kwargs["reasoning"]["effort"] == "xhigh"
assert kwargs["reasoning"]["effort"] == "medium"
def test_codex_reasoning_disabled(self, monkeypatch):
agent = _make_agent(monkeypatch, "openai-codex", api_mode="codex_responses",

4
tests/test_run_agent.py
View file

@ -498,12 +498,12 @@ class TestBuildApiKwargs:
assert kwargs["extra_body"]["provider"]["only"] == ["Anthropic"]
def test_reasoning_config_default_openrouter(self, agent):
"""Default reasoning config for OpenRouter should be xhigh."""
"""Default reasoning config for OpenRouter should be medium."""
messages = [{"role": "user", "content": "hi"}]
kwargs = agent._build_api_kwargs(messages)
reasoning = kwargs["extra_body"]["reasoning"]
assert reasoning["enabled"] is True
assert reasoning["effort"] == "xhigh"
assert reasoning["effort"] == "medium"
def test_reasoning_config_custom(self, agent):
agent.reasoning_config = {"enabled": False}