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Persistent Sessions

2 articles · Page 1 of 1
Machine Heart
Machine Heart
Sep 8, 2026 · Artificial Intelligence

WorkSwarm's Persistent Sessions: Keeping AI Agents Accurate Over 200+ Turns

WorkSwarm's Persistent Session enables AI agents to maintain context, responsibilities, and decisions across hundreds of interaction turns, demonstrated via a 6-hour, 189-turn multi-user Feishu collaboration resolving 8 cross-responsibility conflicts and a 200-turn coding task where the persistent session completed all tasks while the control group failed at turn 156 due to context compression drift.

AI AgentsContext DriftContext Management
0 likes · 15 min read
WorkSwarm's Persistent Sessions: Keeping AI Agents Accurate Over 200+ Turns
AI Tech Publishing
AI Tech Publishing
Feb 27, 2026 · Artificial Intelligence

Step‑by‑Step Guide to Building OpenClaw: A Persistent AI Assistant with Sessions, Tools, and Multi‑Agent Support

This tutorial walks through constructing OpenClaw from scratch, covering persistent JSONL sessions, SOUL.md persona files, tool definitions and an agent loop, permission checks, gateway architecture, context compression, long‑term memory, command queuing, scheduled heartbeats, and multi‑agent routing, all with concrete Python code examples.

AI AgentsLLMMulti-agent
0 likes · 38 min read
Step‑by‑Step Guide to Building OpenClaw: A Persistent AI Assistant with Sessions, Tools, and Multi‑Agent Support