写作

拆解 GitHub Security Lab 的 Fuzzing Taskflow，模型根据 coverage 缺口决定下一轮，确定性工具继续负责执行、测量与持久化。

About 950 Claude agents helped identify ART. Human wet-lab experiments confirmed short RNA expression, but its main biological function remains unknown.

Anthropic 用约 950 个 Claude Agent 从大规模逆转录酶候选中筛出 ART，并由人类湿实验验证短 RNA 表达，但 ART 的主要功能仍未知。

A beginner learning path through stocks, ETFs, indexes, Bitcoin, candlesticks, position sizing, paper trading, backtesting, and tax basics.

给零基础的金融市场学习路线，从股票、ETF、指数和 Bitcoin，到 K 线、仓位、模拟交易、回测和税务基础。

Stripe Link CLI separates purchase intent from payment permission. Agents request a purchase and receive one-time credentials only after user approval.

Stripe Link CLI 让 Agent 先提交购买请求，用户确认后再获得本次支付需要的一次性凭证，把购买意图和支付权限分开。

The GitHub Copilot OpenTelemetry update explains agent traces, spans, metrics, events, content capture boundaries, and a telemetry adapter for Lora PI Kit.

从 GitHub Copilot 的 OpenTelemetry 更新出发，解释 Agent Trace、Span、Metrics、Events、内容采集边界，以及 Lora PI Kit 如何接入标准遥测。

GPT-6 adds cache breakpoints, diagnostics, prewarming, and mutable configuration. Long-running agents need stable shared prefixes and cache-hit monitoring.

GPT-6 增加 cache breakpoint、诊断、预热和可变配置。长跑 Agent 需要主动保持共享前缀稳定，并监控缓存命中率。

LobsterAI connects phone messages to a local desktop agent. The phone handles tasks and approvals while the computer works with files, terminals, and browsers.