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AWS Lambda functions can now mount Amazon S3 buckets as file systems with S3 Files AWS Lambda now supports Amazon S3 Files, enabling your Lambda functions to mount Amazon S3 buckets as file systems and perform standard file operations without downloading data for processing. Built using Amazon EFS, S3 Files gives you the performance and simplicity of a file system with the scalability, durability,
Vercel Workflows is the easiest way to write long-running, durable, reliable, and observable agents and backends. The gap between prototypes and production-ready systems is huge. Code that's trivial to run locally falls apart the moment it needs to handle failures, restarts, and real traffic. Framework defined infrastructure solved this for web applications. When you deploy, Vercel infers the righ
Claude Managed Agents gives you a fully managed agent runtime. Claude can read files, run commands, browse the web, and call MCP servers without you building the agent loop yourself. This guide builds an internal knowledge agent on Vercel where your team can ask questions across GitHub, Notion, and Slack. It covers Sign in with Vercel for auth, a durable Workflow that polls and streams agent event
Menu. Currently selected: GitHub Actions now allows developers to use environments without auto-deployment This month, GitHub Actions resolves some outstanding papercuts, including support for timezones in scheduled workflows and using environments without automatic deployments. GitHub Actions now allows developers to use environments without auto-deployment GitHub Actions now supports using envir
Second wave speakers for AIE Europe and CFP for AIE World’s Fair are announced today, and OpenCode is confirmed for Miami! We’ll also be in Melbourne & Singapore. Editor: This is the latest in our guest post program, where we will publish AI Engineering essays worth considering, even if we don’t personally agree with them — having just shipped an AI review tool, this is one of those cases where I
Rich extension libraryFrom productivity boosters to language translation, the library of extensions has tools for a huge range of tasks. Information for Mac App Store customers The latest version of PopClip is 2025.9.2, but it is not available as an update on the Mac App Store. If you are still using the last released Mac App Store version, 2023.9, then you can migrate for free to the Standalone e
My experience adopting any meaningful tool is that I've necessarily gone through three phases: (1) a period of inefficiency (2) a period of adequacy, then finally (3) a period of workflow and life-altering discovery. In most cases, I have to force myself through phase 1 and 2 because I usually have a workflow I'm already happy and comfortable with. Adopting a tool feels like work, and I do not wan
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