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AI 资讯 Dev.to

curlhub.sh Curl Based CLI Dev Tools

A suite of developer tools you run with the curl you already have: UUIDs, hashes, JSON End-points, JWTs, JSON, QR, File Transfers and more. Nothing to install, and no signup required. "curl curlhub.sh" to see list of commands or visit https://curlhub.sh to view all tools full details and soon contribute. root@web01:~# curl curlhub.sh curlhub.sh — CLI-first developer utilities Zero-setup tools you curl straight from the terminal. Generators /uuid RFC 4122 v4 UUID. /pass High-entropy password / API key / token. CLI: server-side CSPRNG over TLS; web: client-side. Never logged. ( https ) Utilities /qr ANSI/UTF-8 QR code from ?data. Nothing stored server-side; use HTTPS or pipe stdin for sensitive payloads ( a ?data = value appears in request URLs ) . Encoding /b64 Base64 encode / decode. (https) /hash MD5 / SHA-1 / SHA-256 / SHA-512 of input. (https) Developer /json Validate + prettify + colorize JSON. (https) /jwt Decode & pretty-print JWT header/payload. No verify; token never logged. ( https ) /status Explain an HTTP status code + troubleshooting. /cron Translate a cron expression to English + next run times. /ua Parse the User-Agent you sent (browser / OS / engine / device). /headers Echo the request headers you sent (+ the edge view). Your own request, not a remote audit. /hook Webhook inspector: mint a temp endpoint, inspect incoming HTTP. (https) Text & Logs /md Render Markdown to colorized ANSI (safe, bounded parser). (https) /p Pastebin: pipe text/logs to a short URL (plaintext in terminal, highlighted on web). (https) Network /cidr Subnet / CIDR math: range, netmask, broadcast, host count. /ip Your public IP (thin). Geo/ASN live at worldip.io. /whois Domain registration / registrar / dates (public OSINT; rate-limited + cached ) . Security /ssl Decode a PEM certificate or CSR you paste (expiry, issuer, SANs, key). No outbound connection. (https) File Transfer /u Ephemeral file drop (<=100 MB). ANSI QR; auto-purge after 1 download or TTL. ( https ) Docs /man Com

Daniel J 2026-08-01 02:40 6 原文
AI 资讯 Dev.to

Stateless MCP for Beginners

I've been seeing news everywhere that MCP just went stateless, but I had no clue what it means. So I decided to dig into it and write a blog post about it. Stateless MCP for Beginners The Model Context Protocol (MCP) connects AI assistants to tools, databases, and external applications. In the 2026-07-28 specification revision, MCP removed protocol-level sessions and became stateless. That change makes remote MCP servers easier to operate. They can scale behind ordinary load balancers without sticky routing or a shared MCP session store. Clients can safely cache tool definitions, and agents get more control over which application resources they share. But stateless does not mean MCP servers can no longer remember anything. A browser can still have open tabs, a database transaction can still have uncommitted changes, and a shopping cart can still hold items. The difference is how the client refers to that state. Why MCP Sessions Became a Problem State is information a system remembers between requests. Imagine an MCP server that controls a web browser. An agent might call open_browser , followed by navigate , click , and take_screenshot . The server needs to know that all four actions refer to the same browser. In earlier MCP versions, the connection could provide that context. The client began with an initialize request. Under Streamable HTTP, the server could respond with an Mcp-Session-Id , which the client attached to later requests. The server could then use that ID to recover information associated with the session. This worked naturally when one client talked to one server process. It became more complicated when an MCP service ran across several machines behind a load balancer. If Server A created a session and the next request reached Server B, Server B needed some way to recover that session. Infrastructure teams typically solved this with sticky routing, which kept the client tied to Server A, or a shared database that every server could use for session lo

Rizèl Scarlett 2026-08-01 02:34 7 原文
AI 资讯 The Verge AI

The NHTSA is investigating 1.2 million Tesla vehicles over suspension failure reports

The National Highway Traffic Safety Administration (NHTSA) is probing nearly 1.2 million Tesla vehicles after receiving complaints about a suspension failure that could cause "a loss of vehicle directional control," as reported earlier by Reuters. The preliminary investigation includes the 2018-2020 Model 3 and 2021-2023 Model Y, according to a filing from the NHTSA's Office […]

Emma Roth 2026-08-01 02:33 6 原文
开发者 Dev.to

[Boost]

8 Open Source Gems To Become The Ultimate Developer 🔥 Anthony Max Anthony Max Anthony Max Follow Jul 31 8 Open Source Gems To Become The Ultimate Developer 🔥 # webdev # javascript # programming # opensource 32 reactions 2 comments 3 min read

Anthony Max 2026-08-01 02:29 6 原文
AI 资讯 The Verge AI

Google might launch a ‘Pixel Tag’

Google is seemingly working on an item tracker that might compete with Apple's AirTag. 9to5Google obtained an image of something called a "Google Pixel Tag" that has a small oval shape. The publication also linked to a Slovenian store listing about the Pixel Tag that describes the gadget as an item tracker with a speaker […]

Jay Peters 2026-08-01 02:27 2 原文
AI 资讯 Dev.to

Real Plugins Need Motors: Skills Should Teach Tools, Not Pretend to Be Them

Watch the short video companion Read or comment on the complete paper: English edition | French edition I spent a long time building AI workflows before admitting something painfully simple: a folder full of instructions is not automatically a tool. A SKILL.md can be brilliant. An AGENTS.md can save a repository. A plugin manifest can package a clean idea. None of them, by themselves, can validate a file, inspect live state, call a service, reject malformed input, or prove that an action happened. That distinction matters because agent ecosystems are expanding faster than their vocabulary. We use skill , plugin , tool , hook , resource , and MCP server as if they were interchangeable. They are not. My rule after this research is direct: A skill should teach the agent how to use a capability. A real plugin should make that capability available. When the task requires action, the plugin needs a motor. The moment my own plugin exposed the problem This article became a case study inside my own workshop. I inspected a memory plugin that was not fake. It already had executable tools, a server surface, tests, and useful routes. Yet its activation instructions pushed Codex toward selecting and dispatching a large agent job before establishing whether memory was needed at all. Nothing was syntactically broken. The architecture was simply asking activation to do too much. Activating a plugin should make capabilities available. It should not behave like a dispatch order. That difference sounds small until the workspace grows. One skill becomes ten. Every correction becomes a permanent rule. Every successful workflow becomes another Markdown file. Soon the model spends the beginning of each task reading the workshop labels instead of touching the work. I call this context debt . The debt appears as hesitation, instruction conflicts, stale rules, broad triggers, and repeated searching. The model is not necessarily weaker. We may have consumed its useful attention before it reach

Jean-Sebastien Beaulieu 2026-08-01 02:23 2 原文
AI 资讯 Dev.to

When Sanctions Meant to Isolate a Government Silence Its People

Picture a young software developer sitting in a small, dimly lit room in Tehran. He has no political ambitions, no connections to the state apparatus, and no desire to break any domestic or international law. He wants to do something profoundly ordinary: build a small piece of software, refine his code, and offer it to the world using the same AI-driven development tools that his peers in Berlin, Toronto, or Tokyo take for granted. He opens his browser, clicks on a U.S.-based AI platform, and is immediately greeted by a cold, automated refusal: "Access from your region is restricted." In that single, unyielding moment, a door to the global community slams shut in his face. He has not been accused of a crime. No tribunal has judged him. No regulatory body has flagged his name. He is locked out simply because of where he was born and where he draws breath — a geographical reality he did not choose and cannot alter. The Asymmetry of Sanctions: How the State Circumvents While Citizens Suffer The tragic absurdity of this system lies in who actually bears the pain. Broad economic and digital sanctions are nominally designed to pressure and isolate a government. In practice, however, the targeted state mechanisms possess vast institutional wealth, specialized intelligence networks, and endless financial resources that render these restrictions practically useless against them. When the Iranian government or state-linked entities need to bypass international sanctions, they deploy a deeply entrenched, highly sophisticated network of circumvention tools: Front and Shell Companies: Establishing complex layers of paper companies in regional commercial hubs — such as the UAE, Turkey, Oman, or Eurasia — with clean, local ownership structures that mask the true state beneficiaries. Proxy Banking & Intermediaries: Utilizing specialized financial conduits and foreign bank accounts registered under these shell entities to route payments globally without triggering compliance alerts.

A Concerned Iranian Developer@ 2026-08-01 02:19 1 原文