Surprise, Pay $1000: Unexpected Costs When Using Blacksmith
Hacker News (AI keywords)4 days agoIncidentThe author shares a first-hand account of being hit with a surprise $1,000 charge while using Blacksmith, a high-speed GitHub Actions runner service popular in AI/ML workflows. The post highlights how pay-as-you-go compute pricing can spiral without proper spending caps or usage alerts. It serves as a reminder for developers and founders to guard against runaway cloud costs when integrating third-party CI/CD or GPU services into their pipelines.
使用 Vercel CLI 拉取異常警報詳細資訊
Vercel Changelog24 days agoReleaseVercel recently announced a practical update in its Changelog aimed at improving developer operations efficiency: it is now possible to pull detailed…
現在可直接透過 Vercel CLI 設定 Vercel Flags 的加權流量分配
Vercel Changelog24 days agoReleaseVercel recently introduced a new feature for its feature flags product "Vercel Flags," allowing developers to configure and adjust weighted traffic splits…
Railway：打造 Agent 原生雲端平台 — 專訪執行長 Jake Cooper★ 75
Latent Space24 days agoOpinionIn a recent interview on the well-known AI podcast Latent Space, Jake Cooper, CEO of Railway — a next-generation PaaS (Platform as a Service) platform — shared…
在 CLI 中管理 Vercel Firewall 防火牆功能
Vercel Changelog33 days agoReleaseAccording to the latest update in Vercel's official Changelog, Vercel now officially supports managing Vercel Firewall features directly through its…
Vercel Flags 推出自動化漸進式發布功能，降低新功能上線風險
Vercel Changelog34 days agoReleaseVercel recently announced in its Changelog that its feature flag service, "Vercel Flags," now officially supports "Automated Progressive Rollouts." This update…
Vercel 推出新功能：自動將 Git 提交者（Committers）加入您的團隊
Vercel Changelog39 days agoReleaseVercel recently announced a new feature in its changelog aimed at optimizing team collaboration and member management: "Auto-add Git committers to your team."…
Vercel 推出 Marketplace 憑證安全新功能：支援「僅限生產環境」存取權限
Vercel Changelog39 days agoReleaseVercel's official Changelog published a security update for Marketplace integrations, introducing a "Production-only access" feature. In the past, when…
Vercel 更新部署保留策略：自動保留活躍分支的部署
Vercel Changelog58 days agoReleaseVercel recently made an important upgrade to the "Deployment Retention Policies" on its platform. In the past, enterprise or team accounts might configure…
Vercel Flags 正式啟用（GA），為開發者提供更安全的動態功能切換與部署體驗
Vercel Changelog59 days agoReleaseVercel has officially announced that its "Vercel Flags" feature has exited beta testing and is now generally available (GA). This feature is designed to…
Vercel Elastic Build Machines 正式全面開放（GA），動態配置建置資源提升效能★ 70
Vercel Changelog61 days agoReleaseVercel has officially announced that its "Elastic Build Machines" feature has reached general availability (GA). For modern frontend developers and DevOps…
Vercel 異常警報功能（Anomaly Alerts）正式上線（GA）★ 70
Vercel Changelog62 days agoReleaseVercel has officially announced that its "Anomaly Alerts" feature has exited beta and is now generally available (GA) to all users. This feature is designed to…
Vercel 推出異常警報配置功能：自訂監控指標以防止異常流量與帳單超支
Vercel Changelog65 days agoReleaseCloud hosting platform Vercel has officially launched its "Anomaly alert configuration" feature, designed to provide developers and enterprise teams with more…
用 AI Agent 與 CLI 管理 Vercel 微前端架構 (Microfrontends)
Vercel Changelog68 days agoReleaseVercel recently published a major update in its changelog aimed at large-scale frontend projects: support for managing microfrontend architectures using AI…
Vercel 取消 Observability Plus 基礎費用，降低全方位監控門檻
Vercel Changelog73 days agoReleaseVercel announced an important pricing change in its official Changelog: the base fee for the "Observability Plus" plan has been officially eliminated. Vercel…
Vercel 推出 AI Gateway 統一報告功能：一站式掌握所有 AI 支出與使用量★ 75
Vercel Changelog81 days agoReleaseVercel announced in its Changelog the launch of "Unified Reporting" for AI Gateway, aimed at solving the cost tracking and usage monitoring challenges that…
Vercel 企業團隊現可設定預設建置機器規格
Vercel Changelog83 days agoReleaseVercel has released a platform update officially allowing Enterprise-tier teams to set a unified default build machine specification within their team…
Vercel CLI 現已支援活動日誌（Activity Log）查詢
Vercel Changelog83 days agoReleaseVercel officially announced in its Changelog that the "Activity Log" feature has been integrated into the Vercel CLI. Previously, if developers or team…
兩家新創公司如何不編制 DevOps 團隊，成功擴展至全球規模
Vercel Changelog87 days agoBusinessAs cloud technology and managed platforms have evolved, the architectural choices available to startups in their early stages are vastly different from what…
Vercel 更新 GitHub App 權限：新增 Actions 與 Workflows 支援
Vercel Changelog89 days agoReleaseVercel published its latest product Changelog on March 17, 2026, announcing that its official GitHub App will require new permissions related to "Actions" and…
Vercel 宣佈棄用 TLS 連線的 DHE 加密套件
Vercel Changelog94 days agoReleaseVercel has published an update officially announcing the deprecation of DHE (Diffie-Hellman Ephemeral) cipher suites for TLS connections. This adjustment is…
Vercel Flags 新增 Webhook 事件訂閱功能，即時同步功能旗標變更
Vercel Changelog95 days agoReleaseVercel officially announced in its Changelog that its feature flag service "Vercel Flags" now supports Webhook event subscriptions. This update allows…
Vercel CDN 現在支援免重新部署即可更新路由規則
Vercel Changelog101 days agoReleaseVercel officially announced a major platform update on March 5, 2026: Vercel's CDN (Content Delivery Network) now supports directly updating routing rules…
Vercel 活動紀錄現在支援 100% 追蹤團隊與專案的所有變更
Vercel Changelog109 days agoReleaseVercel recently released a platform update: its "Activity Log" feature now achieves 100% complete tracking of all changes across teams and projects. This…
Vercel Sandbox 快照現已支援自訂保留期限 (Custom Retention Periods)
Vercel Changelog117 days agoReleaseOn February 17, 2026, Vercel released an update introducing a new "Custom Retention Periods" feature for its Sandbox snapshot functionality. Vercel Sandbox is…
Vercel 推出 MCP 伺服器更新：AI Agent 現在可以直接存取運行期日誌 (Runtime Logs)★ 75
Vercel Changelog124 days agoReleaseVercel has recently made an important update to its MCP (Model Context Protocol) server, enabling AI Agents to directly access and analyze Runtime Logs from…
Vercel CLI `vercel logs` 命令針對 AI Agent 優化，支援歷史日誌查詢★ 70
Vercel Changelog124 days agoReleaseVercel has made an important optimization to the `vercel logs` command in its command-line interface (CLI). This update is aimed at improving the efficiency of…
Vercel 推出全新 Token 格式與金鑰掃描功能，主動防止憑證外洩★ 75
Vercel Changelog125 days agoRelease### Vercel Upgrades Security: New Token Format and Secret Scanning Mechanism In modern web and AI application development, the secure management of API tokens…
Vercel Agent 智慧調查功能正式支援 Slack：直接在對話框中排查部署問題
Vercel Changelog137 days agoReleaseVercel announced on January 28, 2026 that the "Investigations" feature of its built-in AI assistant tool, "Vercel Agent," has been officially integrated with…
Vercel 推出全新 `vercel api` CLI 指令，簡化終端機 API 呼叫流程
Vercel Changelog138 days agoReleaseVercel officially announced the launch of a new `vercel api` CLI command via its Changelog. This new feature is designed to provide developers with a more…