NousResearch/hermes-agent

GPT-6 Astra reasoning effort clamping on Codex

Cluster 103556. Data as of 2026-10-25 11:21 UTC

Nothing open on GitHub. Fix merged in #105185 on 7 Sep 2026. Check it covers your case.

open issues

open PRs

items grouped

Known?: Yes. 3 related items grouped here, 1 issue already closed.
Fix event: A fix was merged to main in PR #105185. 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.

Next step: read #105185, then check it covers your case.

Read #105185 Pick up a Lab task

These items concern GPT-6 Astra's availability, opt-in context limits, and a bug where MAX reasoning effort is silently downgraded to XHIGH when using the openai-codex backend. A fix to preserve the intended effort level is included.

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.

#105185 GPT-6 Astra: discovery-gated availability, Codex 272K/900K opt-in, effort + pricing contract (salvage #103057)

merged to main

files: agent/auxiliary_client.py, agent/model_metadata.py, agent/models_dev.py, agent/reasoning_effort.py, agent/transports/codex.py, agent/usage_pricing.py, hermes_cli/codex_models.py, hermes_cli/inventory.py, hermes_cli/model_switch_providers.py, hermes_cli/models.py, tests/agent/test_astra_baseline_runtime.py, tests/agent/test_auxiliary_client.py, tests/agent/test_models_dev.py, tests/agent/test_usage_pricing.py, tests/agent/transports/test_codex_transport.py, tests/hermes_cli/test_codex_models.py, tests/hermes_cli/test_openai_picker_curated.py

1 PR closed without merging

From the close comments: done elsewhere 1

#103570 fix(codex): preserve max reasoning effort for gpt-6-astra on openai-codex (#103556) · done elsewhere → 2337570, #105185

Closed issues · 1

Closed#103556[Bug]: gpt-6-astra MAX reasoning is silently clamped to XHIGH on openai-codex

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(structural links throughout): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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 0.67: 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

Merged PRs: #105185
Closed issues: 1
Attempts: 1 PR closed without merging
Fix link checked: 7 Sep 2026

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