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Enterprise AI agent framework with phase-fluid execution, 6-layer semantic memory (JMEM), and self-improving multi-agent teams. Runs natively in Claude Code.
Python 3.15 turns on UTF-8 mode by default. 13 cases on 3.14 and 3.15 in seven Linux locales show what changes, plus a checker for open() and subprocess calls with no encoding.