AI子代理自动筛选关键信息，人类只做最终判断，让注意力不被琐事淹没。
Daily feedback on a goal is something you rarely get outside of a formal review. I recently created a daily reflection routine over my own chat histor…
多AI代理协作编辑代码时，Heddle能像空中交通管制一样防止冲突覆盖，确保高效协同。
A layer above git. git reports collisions after the tokens are spent; Heddle reports them before. Now I spawn as many subagents as I want to work on d…
用11个AI子代理实测Claude Code的PPTX生成能力，筛选出真正有效的技巧。
Article URL: https://www.bulaev.net/p/i-had-11-ai-subagents-test-every Comments URL: https://news.ycombinator.com/item?id=49008916 Points: 2 # Comment…
GitHub工程师揭秘AI编程中“说yes”代价已变，深度影响开发者效率与代码治理。
The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The …
4B小模型能否硬刚前沿大模型？专攻智能体执行任务，效率与能力兼得的新答案来了。
arXiv:2605.03195v2 Announce Type: replace Abstract: Modern coding agents increasingly delegate specialized subtasks to subagents, which are smaller, f…
AI两分钟内部署多个子代理、读遍16个网站深入调查，超级预测能力正在颠覆传统研究方式。
Article URL: https://www.astralcodexten.com/p/the-ai-superforecasters-are-here Comments URL: https://news.ycombinator.com/item?id=48772586 Points: 1 #…
26个专业子代理让Claude Code高效分工：CLAUDE.md写对规则，MCP和Hooks实战配置全揭秘。
When I first opened Claude Code on a real project, it felt like hiring a brilliant junior who had read every book but never shipped anything. It could…
零token审计日志，实时监控Claude Code子代理的每个动作，助力安全与合规。
Article URL: https://github.com/varmabudharaju/agent-pd/blob/master/README.md Comments URL: https://news.ycombinator.com/item?id=48466954 Points: 1 # …
用代理式大模型巧妙分解长周期任务，突破上下文窗口限制，实现深度研究新范式。
arXiv:2606.09730v1 Announce Type: new Abstract: Large language models are increasingly expected to handle complex, long-horizon real-world tasks whose…
一个Claude Code兼容的LLM网关，灵活路由子代理至本地或低成本模型。
Hi HN, I’m one of the builders of Rayline. Rayline is a Claude Code compatible LLM gateway. It intercepts and overrides claude code’s internal routing…
揭秘分层分解+监管控制，告别大模型上下文窗口爆炸，高效编排自主子代理。
We have all hit the "monolithic LLM wall." You design an incredibly capable AI agent, arm it with a suite of tools, and give it a complex, multi-step …
为Claude Code扩展子代理中的人类询问能力，让多代理协作更高效。
Claude Code does not support AskUserQuestion in spawned sessions - subagents, agent teams, and workflows — which makes a swarm of agents less efficien…