End-to-end validation on certified robustness, PINN residual bounds, and Lyapunov-style neural controller verification, plus mechanized theory results (including a universal approximation theorem).
I’ve been running parallel coding agents with a lightweight setup for a few months now with tmux, Markdown files, bash aliases, and six slash commands. These are vanilla agents - no subagent profiles or orchestrators, but I do use a role naming convention per tmux window:
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Ньюкасл Юнайтед。关于这个话题,搜狗输入法2026提供了深入分析
Москвичей призвали помнить об одной опасности14:49