GitHub开源项目，让LLM应用拥有长期记忆，同时将输入token平均削减68%，大幅降低API成本。
Article URL: https://github.com/Tem-Degu/streetai-memory Comments URL: https://news.ycombinator.com/item?id=48249509 Points: 1 # Comments: 0
本地零侵入扫描代码项目，揪出Claude/Codex中隐藏的20%+token浪费，无需联网不暴露数据。
I built PrismoDev after noticing my Claude Code and Codex sessions were getting expensive in ways that were hard to explain. After digging through loc…
解决LLM重复任务中随机性失败与高成本痛点，LOOP引擎通过一次录制和确定性重放实现99%成功率并减少99%token消耗。
arXiv:2605.14237v1 Announce Type: new Abstract: Deploying AI agents for repetitive periodic tasks exposes a critical tension: Large Language Models (L…
8位编码让LLM代理状态压缩92%，告别JSON冗余，token开销大降。
Article URL: https://github.com/Tetrahedroned/Agent-Braille Comments URL: https://news.ycombinator.com/item?id=48180110 Points: 4 # Comments: 0