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fix(codex transport): default reasoning_enabled=False for non-reasoning models - #30530

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fix(codex transport): default reasoning_enabled=False for non-reasoning models#30530
vishnumohta wants to merge 1 commit into
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vishnumohta:fix-codex-reasoning-enabled-default

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Summary

The Codex Responses transport (agent/transports/codex.py) defaults reasoning_enabled = True, which causes Hermes to add include[\"reasoning.encrypted_content\"] to every request through that path. Non-reasoning models reject this field with HTTP 400:

```
Error code: 400 - {'error': {'message': 'Encrypted content is not supported with this model.', 'type': 'invalid_request_error', 'param': 'include', 'code': None}}
```

Who's affected

Anyone whose fallback chain (or primary chain) includes a non-reasoning OpenAI model. Common cases:

  • gpt-4o-mini (small, cheap, frequently used as a fallback)
  • gpt-4.1-mini (same)
  • Local MLX or Ollama models routed through the OpenAI-compatible adapter
  • Any custom-provider OpenAI-compat endpoint that doesn't speak the Responses API's reasoning protocol

I hit this on a personal-laptop deployment running MLX as primary with gpt-4o-mini as the fallback. When MLX OOM'd under memory pressure, Hermes correctly fell back to OpenAI but every request was rejected before reaching the model because the tool list contained the include field.

The fix

One-line default flip in build_kwargs():

```diff

Resolve reasoning effort

reasoning_effort = "medium"
-reasoning_enabled = True
+reasoning_enabled = False
reasoning_config = params.get("reasoning_config")
```

Plus a comment block above explaining the rationale.

Backward compatibility

The existing opt-in path is preserved. Reasoning-capable models (o1, o3, grok-thinking, the Codex backend itself, xAI Grok) still get reasoning when callers pass:

```python
reasoning_config = {"enabled": True}

or

reasoning_config = {"effort": "medium"}
```

The if-branch at lines 86-90 that handles reasoning_config is unchanged. Only the default for callers that pass no config flips.

Repro

```bash
hermes chat -q 'hello' --model gpt-4o-mini

Before: HTTP 400 'Encrypted content is not supported with this model'

After: responds normally

```

Risk

Low. The downstream branches at lines 116+ that gate on `if reasoning_enabled` already correctly skip when the flag is False, so the only behavioral change is: callers that previously got reasoning-by-default without setting any config now get no reasoning by default. Any code path that genuinely wants reasoning was already passing `reasoning_config` (the documented opt-in surface).

Tested in production for ~10 days on a multi-model deployment (MLX primary, OpenAI fallback) — no regressions observed.

🤖 Generated with Claude Code

…ng models

The Codex Responses transport defaulted reasoning_enabled=True, which adds
include[reasoning.encrypted_content] to every request through that path.
Non-reasoning models reject that field with HTTP 400:

    Error code: 400 - {'error': {'message': 'Encrypted content is not
    supported with this model.', 'type': 'invalid_request_error',
    'param': 'include', 'code': None}}

This bites the fallback chain on personal-laptop deployments: when the
primary local model (MLX, Ollama) goes down and Hermes falls back to a
non-reasoning OpenAI model (gpt-4o-mini, gpt-4.1-mini), the whole tool
list is rejected before the request even reaches the model.

Flipping the default to False fixes this transparently:

- Non-reasoning models: include[encrypted_content] no longer sent ✓
- Reasoning models (o1, o3, grok-thinking, codex backend, xAI): still
  opt in via reasoning_config={"enabled": True} or {"effort": "..."}
- All existing opt-in code paths (lines 87-90) preserved unchanged

Repro:
  hermes chat -q 'hello' --model gpt-4o-mini
  # Before: HTTP 400 'Encrypted content is not supported with this model'
  # After:  responds normally
@alt-glitch alt-glitch added type/bug Something isn't working P2 Medium — degraded but workaround exists comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint provider/openai OpenAI / Codex Responses API labels May 22, 2026
@alt-glitch

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Related to #23450 (root issue). Competing fixes: #23460 (remove include param entirely), #24234 (allowlist approach), #25189 (env-var escape hatch), #29089 (gate per model family). This PR takes the simplest approach — flip the default to False.

@teknium1 teknium1 left a comment

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Thanks for isolating the generic Responses payload path. The current main transport still defaults reasoning on and emits include=["reasoning.encrypted_content"] for generic non-xAI/non-GitHub calls (agent/transports/codex.py:156-165,290-301), so the underlying compatibility issue remains.

Problems

  • The proposed reasoning_enabled = False does not preserve either stated opt-in form. The following logic only changes reasoning_effort; it never restores reasoning_enabled=True (agent/transports/codex.py:160-164). Thus both {"enabled": true} and {"effort": "medium"} skip the reasoning payload branch. Current coverage requires the effort-only form to emit a reasoning effort (tests/agent/transports/test_codex_transport.py:70-86).
  • The same translation exists independently for configured auxiliary calls (agent/auxiliary_client.py:918-948), which this one-file change leaves exposed.

Suggested changes

  • Replace the global default flip with a shared capability gate used by both construction paths; preserve the intentional xAI encrypted-reasoning replay branch (agent/transports/codex.py:273-289).
  • Add direct payload tests for unsupported and supported targets plus the auxiliary adapter.

Automated hermes-sweeper review.

Comment thread agent/transports/codex.py
# include[reasoning.encrypted_content] field with HTTP 400 "Encrypted
# content is not supported with this model." Reasoning-capable models
# (o1, o3, grok-thinking, etc.) still opt in via
# reasoning_config={"enabled": True} or {"effort": "medium"}.

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This flips the default but the branch below never sets reasoning_enabled=True for either reasoning_config={"enabled": True} or an effort-only config; it only updates reasoning_effort. Both advertised opt-in forms will therefore omit reasoning entirely, contrary to the existing contract in tests/agent/transports/test_codex_transport.py:70-86.

@teknium1 teknium1 added sweeper:risk-session-state Sweeper risk: may lose/corrupt/mis-associate session or context state sweeper:risk-compatibility Sweeper risk: may break existing users, config, migrations, defaults, or upgrades sweeper:blast-moderate Sweeper blast radius: moderate — a subsystem or single platform labels Jul 13, 2026
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Labels

comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint P2 Medium — degraded but workaround exists provider/openai OpenAI / Codex Responses API sweeper:blast-moderate Sweeper blast radius: moderate — a subsystem or single platform sweeper:risk-compatibility Sweeper risk: may break existing users, config, migrations, defaults, or upgrades sweeper:risk-session-state Sweeper risk: may lose/corrupt/mis-associate session or context state type/bug Something isn't working

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3 participants