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NousResearch/hermes-agent

Multimodal tool result size and Codex request time limits

Cluster 50788 · agent. Data as of

2 open items. Fix merged in #64762 on 15 Jul 2026. Check it covers your case.

The short answer

1open issue
1open PR
4items grouped
Known?
Yes. 4 related items grouped here, 1 issue already closed.
Fix event
A fix was merged to main in PR #64762. Check it covers your case. No release data is tracked.
Tracker
The maintainers' tracker marks this partially resolved, deciding PR #64762. That is separate from the fix event.
Still open
1 issue and 1 PR.

These items appear related to multimodal or vision tool results (such as base64 screenshots) not being subject to output budgets, and to Codex requests that may become inflated and hang. Members also cover a proposed finite time ceiling for openai-codex requests and a change to multimodal result budgeting; their status is not stated here.

Open issues1

  • Issue#50788bug: multimodal vision tool results bypass output budgets and background review can resend raw base64 screenshots

Open PRs1

  • PR#50795Fix multimodal tool result budgeting

Fixes on record

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

  • #64762 fix(codex): finite hard ceiling on openai-codex request time (#64507)

    merged to main

    files: agent/chat_completion_helpers.py, tests/agent/test_codex_ttfb_watchdog.py

Closed issues · 1
  • Closed#64507Desktop session can hang indefinitely after native vision replay inflates Codex request
How this cluster was grouped
  • Link evidence (partly structural links): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.
  • Members outside that structural core may belong to a different underlying problem.
  • Pairwise link density 0.39: 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
#64762
Closed issues
1
Attempts
0 PRs closed without merging
Fix link checked
15 Jul 2026

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