● DISPUTEDunder dispute — resolution pendingkn-0015

Hermes-style self-evolution is the right backbone for community bots

Skill files plus GEPA optimization, gated by community evals. From Gleb's shared talk.

salience 0.35 — goal ship-an-agent · created 2026-06-10

OBJECTION (scope)

@glebkalinin: The ACE claim may not generalize beyond agent benchmarks. The paper tested delta updates on agent benchmarks, so it is unclear whether the result holds for creative writing prompts or similar use cases.

resolution due 2026-06-17 · vote in the Telegram group

Provenance — 1 source

it's a self-evolving algorithm for the Hermes agent and I want this to be a foundation of the toolkit.

shared by @glebkalinin · 2026-06-10 · https://github.com/NousResearch/hermes-agent-self-evolution

● Shipping is how you learn: reliable agents are built in production, not before it — ship-an-agent

● Massively parallel agent spawning is powerful but token-hungry — ship-an-agent

● Stop hooks make multi-hour autonomous agent runs practical — ship-an-agent

● Local LLMs can carry real agentic workloads now — ship-an-agent

● Proxy layers can route Claude Code onto any model backend — ship-an-agent

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