Why AI Hasn't Replaced Software Engineers, and Won't
Hacker News (AI keywords)3 days agoOpinionBased only on the title, this appears to be a commentary on the limits of AI in software engineering. It likely argues that coding is only one part of the engineering role, while judgment, system design, debugging, product context, and accountability remain human-centered. The piece is relevant to developers and technical leaders evaluating AI coding tools without assuming full automation is imminent.
Apple’s Best AI Idea Looks a Lot Like Vibe Coding★ 75
The Verge AI5 days agoCommentaryWhile Apple's standard AI features like chatbots and image generation play catch-up, its integration of AI with Shortcuts stands out. By allowing users to generate complex multi-app workflows and automate Safari tabs using simple natural language, Apple is bringing "vibe coding" to the masses. This approach shifts the focus from generic AI assistants to highly personalized, OS-level task automation.
Apple just taught your iPhone to finish your sentences, photos, and workflows
TechCrunch AI6 days agoReleaseApple is bringing new AI-powered features to Safari, Shortcuts, and Passwords apps. The framing suggests AI will be embedded into everyday iPhone tasks, including writing, photo-related actions, and workflow automation. The provided source text does not include details on exact capabilities, device support, privacy design, or rollout timing, so the practical impact remains unclear.
Apple will let you build workflows using AI in its new Shortcuts app
TechCrunch AI6 days agoReleaseApple is upgrading the Shortcuts app in iOS 27 with AI-powered workflow creation. Users will be able to describe what they want in natural language, and Apple Intelligence will assemble the needed system and app actions. The feature is meant to make Shortcuts more approachable for non-technical users, with the updated app expected to roll out with iOS 27 this fall.
Ask HN: What are tools you have made for yourself since the advent of AI?
Hacker News (AI keywords)6 days agoCommentaryThis Ask HN post invites the community to share tools they have built for themselves in the AI era. No original discussion content or replies were provided, so only the topic can be assessed. The likely value is inspirational rather than definitive: it may surface personal automation ideas, workflow hacks, and AI-assisted software experiments, but no specific tools or models can be confirmed from the title alone.
Microsoft’s AI chief says superintelligence is near, but won’t take your job
The Verge AI6 days agoBusinessThe Verge interviews Microsoft AI CEO Mustafa Suleyman about the company’s approach to advanced AI, superintelligence, AGI, OpenAI, and automation. His message is that more powerful AI systems are arriving soon, but Microsoft wants them to remain human-controlled and human-serving. The piece is less a product announcement than a window into Microsoft’s strategic framing of AI progress and job disruption.
Turning Cloudflare’s threat indicators into real-time WAF rules
Cloudflare Blog6 days agoReleaseCloudflare customers can now apply Cloudforce One threat intelligence inside the WAF to block high-risk traffic. New cf.intel fields let security teams automate protections based on specific threat actors and targeted industries. The update turns threat indicators into real-time enforcement signals, reducing the gap between intelligence and active blocking.
Hermes Agent – Open-source AI agent with persistent memory
Hacker News (AI keywords)8 days agoNew ToolHermes Agent is an open-source autonomous agent by Nous Research, designed to run on your own server or machine with persistent local memory. It offers messaging gateways, scheduled automations, browser control, parallel sub-agents, reusable skills, and multiple LLM provider options. The project also targets MLOps and research workflows, including tool-calling trajectory generation, RL experiments, and exportable fine-tuning data.
Vercel Adds Support for Custom Slack Runtimes
Vercel Changelog12 days agoReleaseVercel published a changelog entry titled “Build custom Slack runtimes.” Based only on the title, the update appears to relate to creating or configuring custom runtime behavior for Slack-connected applications or integrations. No article body was provided, so the exact feature scope, supported APIs, setup steps, pricing impact, and intended production use cases cannot be confirmed from the source text supplied.
What happens when companies become too AI-pilled?
TechCrunch AI16 days agoCommentaryTechCrunch discusses the danger of companies becoming overly convinced that AI can replace human roles. Box founder Aaron Levie argues that the people making those decisions often understand the jobs least, calling it a form of “AI psychosis.” The piece cites ClickUp cutting 22% of its workforce for AI agents and notes that 2026 tech layoffs are already nearly matching all of 2025.
Anthropic releases Opus 4.8 with new Dynamic Workflows tool
TechCrunch AI17 days agoReleaseAnthropic has released a new Opus model, Opus 4.8, alongside a tool called Dynamic Workflows. The report says the tool is designed to coordinate swarms of subagents, pointing to a focus on multi-agent orchestration. The source does not provide benchmarks, pricing, API details, availability, or concrete use cases.
RSI is the new AGI — and it’s just as hard to pin down
TechCrunch AI17 days agoCommentaryTechCrunch reports that recursive self-improvement, or RSI, is becoming a new AI industry fixation, much like AGI. Researchers and startups including Recursive Superintelligence, Auto-Research, AutoScientist, and Disarray are exploring ways for AI systems to automate parts of AI research. But experts caution that AI-assisted research is not the same as fully autonomous self-improvement, especially while models still struggle with long-term self-direction and verification.
Robinhood Will Let Your AI Agent Trade Stocks and Make or Lose Money
The Verge AI18 days agoBusinessRobinhood says traders can create a separate account for an AI agent and fund it with a chosen amount of money. The agent will then be able to buy and sell stocks across the market. The move pushes AI agents beyond advice or research into direct financial action, with real gains and losses possible.
Robinhood now lets your AI agents trade stocks
TechCrunch AI18 days agoBusinessRobinhood will allow users to create a separate account with a pre-loaded balance that an AI agent can use to trade stocks. The limited description suggests a structure where agent activity is separated from the user’s main funds. The article does not specify supported agents, risk controls, launch timing, confirmation flows, or eligible assets.
Show HN: Agent.email – sign up via curl, claim with a human OTP
Hacker News (AI keywords)24 days agoNew ToolThis Show HN post introduces Agent.email, apparently a tool for programmatic email or account signup. Based on the title, its main idea is signing up through curl, then letting a human claim the resource via OTP. No article body is available, so product details, security model, pricing, and actual use cases cannot be verified.
Gemini 3.5 發布：具備行動力的前沿智能，主打複雜代理型工作流 (Agentic Workflows)★ 85
Google DeepMind Blog29 days agoReleaseGoogle DeepMind has announced the launch of its next-generation AI model, Gemini 3.5, positioned as "frontier intelligence with action." This announcement…
認識 HCompany 推出之 HoloTab：您的 AI 瀏覽器助手★ 75
Hugging Face Blog60 days agoNew ToolHCompany (formerly Holistic AI), a French AI startup founded by former DeepMind founding members and researchers, recently announced the launch of a new AI…
Import AI 452：網路戰的縮放定律、AI 自動化浪潮與 GDP 預測之謎★ 75
Import AI (Jack Clark)69 days agoCommentaryThis issue of Import AI 452, written by Jack Clark, takes a deep dive into the far-reaching impact of artificial intelligence on three major areas: national…
Vercel Chat SDK 現在支援排程發送 Slack 訊息
Vercel Changelog82 days agoRelease### A Practical Update for Vercel Chat SDK: Support for Scheduled Slack Messages Vercel has announced that its Chat SDK (typically tightly integrated with the…
Vercel CLI 針對 Marketplace 整合進行優化，全面支援 AI Agent 自動化操作★ 75
Vercel Changelog104 days agoReleaseAs AI development tools (such as Anthropic's Claude Code, Cursor, and others) become increasingly widespread, developers are relying more and more on AI Agents…
在 Vercel AI SDK Agent 中透過 bash-tool 使用技能 (skills)★ 75
Vercel Changelog144 days agoReleaseVercel continues to expand the ecosystem of its AI SDK, and in the latest update has introduced the ability to use "skills" in AI SDK Agents via `bash-tool`…
Vercel 自動化保護繞過功能（Protection Bypass for Automation）現已支援多個金鑰（Multiple Secrets）
Vercel Changelog152 days agoReleaseVercel has recently made an important upgrade to its Deployment Protection feature. Previously, to prevent unauthorized users from accessing test or preview…
Import AI 440：紅皇后效應 AI、AI 監管 AI 與 O型環自動化理論★ 75
Import AI (Jack Clark)153 days agoOpinionIn the latest issue of Import AI 440, author Jack Clark delves into three key structural trends facing AI development today: the Red Queen Effect, the…
Vercel Agent 現在可為你自動安裝 Web Analytics 和 Speed Insights
Vercel Changelog193 days agoReleaseVercel announced in its latest Changelog that the Vercel Agent — its built-in AI-assisted agent tool — has gained a new automated installation capability…
Vercel 推出 Workflow Builder：輕鬆打造專屬的自動化工作流平台★ 75
Vercel Changelog202 days agoNew ToolThe Vercel official blog has published "Workflow Builder," a solution designed to help developers build their own "custom automation workflow platforms"…
Vercel 推出「自動駕駛基礎設施」(Self-driving infrastructure)：免去手動 DevOps，讓雲端架構自動配置與優化★ 75
Vercel Changelog205 days agoReleaseVercel recently published in its Changelog the new vision and technical progress of "Self-driving infrastructure." The core concept is to fully automate cloud…
Google 推出 Gemini 2.5 Computer Use 模型：基於 Gemini 2.5 Pro，支援 API 預覽★ 85
Google DeepMind Blog234 days agoReleaseGoogle DeepMind has officially launched the new dedicated "Gemini 2.5 Computer Use" model, which is now available in preview via API. This model is built on…
Zapier 如何利用 Vercel v0 規模化擴展其產品合作夥伴關係★ 72
Vercel Changelog310 days agoCommentaryIn this case study from Vercel, the company details how automation giant Zapier used the AI-driven front-end generation tool v0 to break through the scaling…
Vercel 推出全新網域管理 Webhook 事件，提升自動化網域配置能力
Vercel Changelog353 days agoReleaseVercel's official Changelog has announced the launch of new "Domain Management" Webhook events. This new feature is designed to help developers more easily…
Vercel 推出新功能：可使用豐富的部署數據觸發 GitHub Actions★ 70
Vercel Changelog433 days agoReleaseVercel has officially released a new feature that allows developers to trigger GitHub Actions directly from Vercel's deployment pipeline, accompanied by…