autonomous agent architecture

4 articles · 13 co-occurring · 0 contradictions · 5 briefs

Discusses daemon-mode autonomy (Hermes, OpenClaw, n8n) which requires persistent memory. Architecture patterns for maintaining state in long-running systems.

Related concepts

tool integration patterns 3 workflow automation 2 context window management 2 tool integration 1 state preservation across sessions 1 session persistence 1 self improving systems 1 organizational context integration 1 multi source context correlation 1 multi agent orchestration 1 memory persistence across sessions 1 memory persistence 1 context as reliability bridge 1

Signal history

2026-W15

2026-W14

Evidence chain (4 articles, showing 4)

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

Discusses daemon-mode autonomy (Hermes, OpenClaw, n8n) which requires persistent memory. Architecture patterns for maintaining state in long-running systems.

@ryancarson: Just had a holy-shit moment with my @openclaw exec assistant while I'm travel... supports

Demonstrates patterns for building autonomous systems (structured monitoring, periodic context refresh, state accumulation) that enable 'serendipitous' insights without explicit user prompting.

Summary Webinar with Accenture: Agentic AI & Automation Trends in Engineering supports

The LLM + Context + Tooling formula provides a simple decomposition of agent architecture that practitioners can use as a mental model.

Claude Code can now do your job overnight - The New Stack extends

Routines add webhook and schedule-based execution to autonomous agent patterns, enabling event-driven and time-driven agent activation

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