7. Automation happened in stages
纯自然语言交互；Bot 内部调用 Claude Code SDK（主）或 CLI（备），展示工具调用与推理过程
。业内人士推荐新收录的资料作为进阶阅读
Jess Scott, part of the team behind Guilfest, an annual two-day music festival in Surrey, knows just how important connectivity is for both ticket holders and organizers, however large or small an event is.
Sure, Shoresy can chirp insults and barrel into a brawl with the best of them. But at his core, he's got a big heart that shows in a lot of truly touching and very silly ways. An underdog story about a team that hates to lose, Shoresy is always finding new ways to make its audience laugh while championing the power of community. Season 5 has the Sudbury Blueberry Bulldogs hanging up their jerseys for a new challenge. Reteaming as the NOSHO North Stars, they're taking on the European team that's been talking trash on North American hockey. While Shoresy builds a winning culture, his relationship with sports reporter Laura Mohr (Camille Sullivan) is maturing. So, whether you love when he spits insults at teenage boys, suffers indignities from a snarky kid vlogger, or lays down swoon-worthy sweet talk to his lady, Shoresy Season 5 is sure to please.