Apache Burr: Open-Source State Machine Framework for Building Reliable AI Agents
Hacker News (AI keywords)4 days agoNew ToolApache Burr provides a state-machine-based architecture for building reliable AI agents, making complex multi-step LLM workflows predictable and testable. It includes built-in tracing, observability, and a local visualization UI, allowing developers to replay and debug agent execution step by step. Model-agnostic and integrable with LangChain, LlamaIndex, and major LLM providers, it also supports state persistence and human-in-the-loop workflows for production use.
Introducing Mistral AI Studio★ 72
Mistral AI News6 days agoNew ToolMistral AI introduced AI Studio as a platform for moving enterprise AI from prototypes to production. It combines Observability, Agent Runtime, and AI Registry to support evaluations, feedback loops, durable workflows, asset lineage, access controls, and deployment governance. The post frames the main enterprise bottleneck as operational maturity rather than model capability, with private beta sign-ups available.
Coralogix raises $200M on bet that someone needs to watch the AI agents
TechCrunch AI11 days agoBusinessCoralogix raised a $200 million Series F just 11 months after its prior round, reaching a $1.6 billion post-money valuation. The company is betting that production AI agents will increase demand for observability, troubleshooting, and operational data tools. Its CEO says more than half of enterprise customers now use Olly or their own AI models through CLI and agentic interfaces.
Trace any Vercel request from the CLI
Vercel Changelog30 days agoReleaseVercel’s changelog entry points to a new capability for tracing any Vercel request from the CLI. The original body was not provided, so exact commands, requirements, output fields, pricing, and limitations cannot be confirmed. Based on the title, the update is most relevant to developers debugging deployments, investigating production issues, and reducing context switching during request-level troubleshooting.
Vercel 推出 AI Gateway 生產環境指標，提升 LLM 監控與效能分析★ 70
Vercel Changelog33 days agoReleaseVercel recently released an update to its Changelog regarding "AI Gateway production index" metrics. As enterprises and developers push an increasing number of…
Vercel CLI 新增功能：直接在終端機查詢可觀測性指標
Vercel Changelog40 days agoReleaseVercel recently announced an important update to developer workflows via its Changelog: it is now possible to query project observability metrics directly…
Vercel AI Gateway 正式支援 GPT 5.5★ 75
Vercel Changelog51 days agoReleaseIn its latest update, Vercel announced that its AI Gateway now officially supports OpenAI's new model, GPT 5.5. This integration enables developers within the…
Zo Computer 如何在 Vercel 上將 AI 可靠性提升 20 倍★ 75
Vercel Changelog58 days agoBusinessIn the current wave of AI application development, the "instability" of large language models (LLMs) has been one of the biggest pain points for developers —…
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…
Vercel Observability 支援查詢與視覺化工作流（Workflow）數據
Vercel Changelog68 days agoReleaseVercel has officially released its latest update, integrating Workflow data querying and visualization capabilities directly into its observability platform…
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 推出全新設計的 Runtime Logs 搜尋與篩選功能
Vercel Changelog116 days agoReleaseOn February 18, 2026, Vercel announced a comprehensive redesign of the search and filtering interface for one of its platform's core features: Runtime Logs…
Vercel 改善執行階段日誌串流匯出功能，提升即時監控效率
Vercel Changelog117 days agoReleaseVercel announced important performance and architectural improvements to its "Streaming Runtime Logs Exports" feature. For developers deploying modern web…
Vercel AI Gateway 推出即時模型效能指標監控功能★ 70
Vercel Changelog139 days agoNew ToolVercel announced in its Changelog that its AI Gateway service now officially supports "Live model performance metrics." As an intermediary layer connecting…
Vercel 支援將 Observability 查詢結果匯出為 CSV 或 JSON 格式
Vercel Changelog180 days agoReleaseVercel has released an update introducing a practical data export capability for its platform's built-in Observability feature. Developers can now, after…
Vercel Drains 現在支援配置進階抽樣規則，有效降低日誌傳輸成本
Vercel Changelog202 days agoReleaseVercel has recently made an important upgrade to its log export feature (Log Drains), officially launching "Advanced Sampling Rules." This new feature is…
Vercel 將 Agent 調查功能納入 Observability Plus 方案
Vercel Changelog205 days agoReleaseWith the explosive growth of AI Agents and large language model (LLM) applications, effectively monitoring, tracing, and debugging these non-deterministic…
Vercel Observability 現在支援重定向（Redirects）與重寫（Rewrites）監控
Vercel Changelog223 days agoReleaseVercel recently published an update announcing that its "Observability" feature now officially includes support for monitoring "Redirects" and "Rewrites." In…
Vercel Agent 現在可執行 AI 診斷分析，自動排查與修復線上錯誤★ 75
Vercel Changelog226 days agoReleaseVercel recently announced a major update to its platform's built-in AI assistant, "Vercel Agent," introducing the "AI investigations" feature. This feature is…
Vercel Agent Investigations 進入公開測試：AI 代理助你自動排查與分析線上故障★ 70
Vercel Changelog234 days agoReleaseVercel officially announced that its new "Agent Investigations" feature has entered the Public Beta stage. This is an AI-assisted operations and debugging tool…
Vercel Marketplace 推出 Trace Drains 功能，簡化應用程式追蹤數據導出
Vercel Changelog242 days agoReleaseVercel has officially announced the introduction of "Trace Drains" in the Vercel Marketplace. Following the earlier launch of Log Drains, this represents…
Vercel 異常警報（Anomaly Alerts）現已開啟公開測試
Vercel Changelog243 days agoReleaseThe official Vercel Changelog has announced that its new "Anomaly Alerts" feature has officially entered the Public Beta stage. This feature aims to improve…
在 Vercel Observability 中查看與查詢機器人驗證數據
Vercel Changelog257 days agoReleaseVercel recently announced the addition of a new feature to its Observability tools: the ability to view and query "Bot Verification Data." This update aims to…
Vercel Observability 支援查詢外部 API 請求數據
Vercel Changelog263 days agoReleaseVercel has recently released an important update to its observability platform (Vercel Observability), allowing developers to directly query and analyze data…
Vercel 異常警報功能升級：現已支援錯誤率飆升（Error Spikes）偵測
Vercel Changelog265 days agoReleaseVercel has announced in its official Changelog that its platform's built-in "Anomaly Alerts" feature has received a significant update, officially adding…
Vercel 推出 Observability Plus 取代舊版 Monitoring 監控服務
Vercel Changelog268 days agoReleaseVercel has announced in its official Changelog that it will be launching a new "Observability Plus" service to fully replace the existing legacy Monitoring…
推出 Vercel Drains：隨時隨地掌握完整的可觀測性數據★ 75
Vercel Changelog272 days agoReleaseVercel has officially launched a new feature called "Vercel Drains," aimed at providing developers with a more comprehensive and flexible solution for handling…
Vercel 推出全新數據匯出功能：支援將 Trace、網頁分析與效能指標傳送至任意平台
Vercel Changelog282 days agoReleaseVercel recently made significant upgrades to its data export feature (Vercel Drains). Previously, developers primarily used Vercel Log Drains to stream…
Vercel 推出 Observability Plus 新功能：支援 30 天運行時日誌保留
Vercel Changelog292 days agoReleaseVercel recently announced in its Changelog a major upgrade to its "Observability Plus" plan: it now officially supports runtime log retention for up to 30…
Vercel 宣布原生支援 SvelteKit 全新的 OpenTelemetry Spans
Vercel Changelog300 days agoReleaseVercel has announced native support for SvelteKit's new OpenTelemetry (OTel) spans. This update is designed to simplify performance monitoring and debugging…