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NousResearch/hermes-agent

MoA preset cold-start latency caching optimization

Cluster 66793 · agent. Data as of

Nothing open on GitHub. Fix merged in #77868 on 3 Aug 2026. Check it covers your case.

The short answer

0open issues
0open PRs
3items grouped
Known?
Yes. 3 related items grouped here, 1 issue already closed.
Fix event
A fix was merged to main in PR #77868. Check it covers your case. No release data is tracked.
Tracker
The maintainers' tracker marks this resolved, deciding PR #77868. That is separate from the fix event.
Still open
Nothing open on GitHub.

These items address excessive cold-start latency in MoA caused by serial preset configuration resolution, with proposed fixes involving caching the computed preset and per-slot runtime. Two related pull requests appear to represent an original and a salvage attempt at the same change.

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.

  • #77868 perf(moa): cache resolved preset + per-slot runtime to cut cold-start latency (salvage #66811)

    merged to main

    files: agent/moa_loop.py, tests/agent/test_moa_cold_start_cache_66793.py, tests/conftest.py

1 PR closed without merging

From the close comments: merged via another change 1

  • #66811 perf(moa): cache resolved preset + per-slot runtime to cut cold-start latency (#66793) · merged via another change → #77868, #66793
Closed issues · 1
  • Closed#66793MoA Preset Cold Start Latency Exceeds Acceptable Thresholds — Serial Configuration Resolution Blocks First Response
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(structural links throughout): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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

Subsystem
agent
Merged PRs
#77868
Closed issues
1
Attempts
1 PR closed without merging
Fix link checked
3 Aug 2026

For your agent

The same facts, typed.

cluster/66793.json
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