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NousResearch/hermes-agent

Clamp reasoning effort for non-gpt-5.6 providers

Cluster 80242 · agent. Data as of

Nothing open on GitHub. Fix merged in #90330 on 19 Aug 2026. Check it covers your case.

The short answer

0open issues
0open PRs
4items grouped
Known?
Yes. 4 related items grouped here, 1 issue already closed.
Fix event
A fix was merged to main in PR #90330. Check it covers your case. No release data is tracked.
Tracker
The maintainers' tracker marks this unresolved. That is separate from the fix event.
Still open
Nothing open on GitHub.

These issues and fixes address a crash caused by unsupported 'ultra' or 'max' reasoning effort values being sent to non-gpt-5.6 model providers, returning HTTP 422 errors. The proposed fix clamps those values down to 'high' for incompatible providers.

Open issues0

No open issues.

Open PRs0

No open pull requests.

Fixes on record

Merged to main. A stamp counts the issues a fix is linked to.

  • #90330 fix: reasoning effort 'ultra' no longer 400s on non-Anthropic wires (#89503 class, salvage #89509)

    merged to main

    files: agent/auxiliary_client.py, agent/transports/chat_completions.py, agent/transports/codex.py, plugins/model-providers/copilot/__init__.py, plugins/model-providers/custom/__init__.py, tests/agent/test_reasoning_effort_wire_translation.py, tests/agent/transports/test_reasoning_effort_sibling_sites.py

2 PRs closed without merging

From the close comments: superseded by another PR 2

  • #80291 fix(agent): clamp reasoning effort ultra/max to high for non-gpt-5.6 providers · superseded by another PR → #90330
  • #80435 fix: clamp reasoning_effort ultra/max to high for non-gpt-5.6 models · superseded by another PR → #80291, #80242
Closed issues · 1
  • Closed#80242Custom providers crash with /reasoning ultra (HTTP 422: unknown variant)
How this cluster was grouped
  • Link evidence (structural links throughout): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
  • Pairwise link density 0.50: the share of item pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. 1.00 means every pair is linked.

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At a glance

Subsystem
agent
Merged PRs
#90330
Closed issues
1
Attempts
2 PRs closed without merging
Fix link checked
19 Aug 2026

For your agent

The same facts, typed.

cluster/80242.json
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