self improving systems

2 articles · 12 co-occurring · 0 contradictions · 0 briefs

Hermes 'writes its own skill files from experience'—this is intelligence compounding in practice. Requires memory of past context to generate improvements.

Related concepts

workflow automation 1 tool integration patterns 1 recursive agent loops 1 prompt optimization 1 multi agent orchestration 1 model selection strategy 1 memory persistence across sessions 1 memory persistence 1 edge compute context strategy 1 context window management 1 autonomous agent architecture 1 agent memory persistence 1

Evidence chain (2 articles, showing 2)

@victorialslocum: The AI agent space is chaos right now. example_of

Hermes 'writes its own skill files from experience'—this is intelligence compounding in practice. Requires memory of past context to generate improvements.

@mats_zip: Got Recursive Language Models working on Cloudflare Agents using Shell and R2. supports

GEPA optimization indicates active research into self-evolution mechanisms; context engineering prerequisite for such systems

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