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NousResearch/hermes-agent

Bedrock Converse handling of sealed or redacted reasoning across models

Cluster 131033 · agent. Data as of

Nothing open on GitHub. Fix merged in #142139 on 20 Oct 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 #142139. Check it covers your case. No release data is tracked.
Tracker
The maintainers' tracker marks this resolved, deciding PR #142139. That is separate from the fix event.
Still open
Nothing open on GitHub.

These items concern Bedrock Converse calls and sealed or redacted reasoning content, including a bug report about agent-loop calls skipping an earlier recovery mechanism during GPT-to-Claude fallback. Two fix-oriented pull requests address recovering redacted reasoning and avoiding replaying another model's sealed reasoning.

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.

  • #142139 fix(bedrock): replay reasoning across Claude/GPT switches only where the target can take it

    merged to main

    files: agent/bedrock_adapter.py, agent/chat_completion_helpers.py, tests/agent/test_bedrock_adapter.py, tests/agent/test_bedrock_converse_reasoning_replay.py

2 PRs closed without merging

From the close comments: done elsewhere 2

  • #131036 fix(bedrock): recover redacted reasoning in Converse calls · done elsewhere → #142139
  • #138509 fix(bedrock): never replay another model's sealed reasoning on Converse · done elsewhere → #142139
Closed issues · 1
  • Closed#131033[Bug]: Bedrock: agent-loop Converse calls skip #116759's redacted-reasoning recovery, so GPT→Claude fallback fails 3× on sealed reasoning
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(structural links throughout): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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
#142139
Closed issues
1
Attempts
2 PRs closed without merging
Fix link checked
20 Oct 2026

For your agent

The same facts, typed.

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