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开发者 Reddit r/artificial

Question for people running long-lived agents:

At what point did your memory layer become the least trusted part of your stack? Mine wasn't retrieval. It was realizing I had no idea which memories were still true. submitted by /u/riddlemewhat2 [link] [留言]

/u/riddlemewhat2 2026-06-01 02:54 7 原文
AI 资讯 Dev.to

Building a Friendly Data Assistant

This is a submission for the Hermes Agent Challenge : Write About Hermes Agent Hello, DEV friends! 👋 If you have been exploring the world of Artificial Intelligence lately, you have probably heard a lot of buzz about "AI Agents." But what does it actually feel like to build with one? Today, I want to share my personal experience working with Hermes Agent . I used it to build a smart assistant called the Alpha-Dairy Quant Pipeline —a system that helps track and make sense of food market data. ( https://github.com/HopeBestWorld/alpha-dairy-pipeline ) Whether you are an expert coder or just curious about AI, I hope this friendly guide inspires you to try building an agent of your own! What is Hermes Agent, Anyway? Think of a standard AI as a helpful chatbot that answers questions when you ask them. An AI Agent , on the other hand, is more like a proactive assistant. You give it a big goal, and it sits down, makes a step-by-step plan, uses digital tools, runs code, and checks its own work until the job is done. For my project, I wanted to track market prices for three major dairy products: Cheddar Blocks, Butter, and Dry Whey. Instead of doing all the math and graphing by myself, I let Hermes Agent take the wheel. The Magic of Multi-Step Reasoning The coolest part of working with Hermes Agent is watching it "think". When I asked my agent to look at our data database ( market_intelligence_3.db ) and find the best trading strategy,it followed a beautiful planning loop: Checking the Files: It looked at our setup files ( tickers.yaml and requirements.txt ) to make sure all its tools were ready. Running the Math: It triggered a Python program ( backtest_engine.py ) to study weekly market history. Making Decisions: It realized that Dry Whey was way too wild and risky to trade right now, so it intelligently gave it a 0% safety rating and put the focus on Cheddar and Butter instead. Drawing and Sharing: It automatically drew a beautiful performance chart ( backtest_analysis.png

Hope 2026-06-01 02:53 15 原文
AI 资讯 Reddit r/webdev

Random Italian Water Website is Showing Up in my HTML

Looking for assistance. Copy/Pasting my post from another sub. Hey all, young web dev/designer here. If helpful, I run SiteGround hosting, WordPress, Divi 5 builder. I'm having a really confusing issue that I can't resolve in a satisfying way. For some reason, a hidden menu for an Italian water company (revital.it) is getting placed onto my website. It's honestly baffling. The site I'm currently troubleshooting is holbrook-electrician.com. I've seen this happen now on two websites that I've built. I've used Divi Cloud sections that I built on one and used on the other, so unsure if that's how it's getting placed onto the site. There will be rare instances where if I view my live site, the menu will be overlayed overtop the page (pictured). Both page source and inspect show the revital.it links. From what I've gathered with the help of AI, the menu is tied to a Divi canvas called "menu slide". The thought is that it came in with a template import, but I don't remember using a template when I first started (1-2 months ago). I think I started from scratch. I obviously want to remove all links and prevent them from reappearing. I can't find them anywhere in the page builder. I can't trace it to any plugin I'm using or code I've added. The only success I've had to remove it is going to phpMyAdmin, and running a query to eliminate instances of "revital.it". I did this once for this site, but it looks to have come back for unknown reasons. Just to confirm, I have nothing to do with this Italian website. I did not put this menu or the links on my site. I really have no clue how it originally got here, how to prevent it from appearing on other sites I look to build, and how to permanently remove it. Any help or suggestions would be greatly appreciated! Rouge menu overlayed on my home page submitted by /u/exodeath29 [link] [留言]

/u/exodeath29 2026-06-01 02:38 5 原文
AI 资讯 Dev.to

I built an n8n MCP Server so Claude can list, run, and monitor my workflows in plain English

I got tired of opening the n8n dashboard every time I needed to check on a workflow. You know the drill: open browser → navigate to executions → find the right workflow → check status → close. Five clicks for something that should be instant. So I built a 9-node n8n workflow that exposes my entire n8n instance to Claude Desktop via the Model Context Protocol (MCP) . Now I just type: "Did my backup automation run successfully last night?" And Claude calls my real n8n API and responds with the execution status. No browser. No clicking. What is MCP? MCP (Model Context Protocol) is an open standard from Anthropic that lets AI assistants connect to external tools and data sources. Instead of just answering questions from training data, Claude can call real APIs, read live data, and take actions. n8n already has an MCP Server Trigger node (available in 1.70+). I used it to expose 4 tools to Claude: Tool What it does list_workflows Returns all active workflows with IDs and names run_workflow Triggers any workflow by ID get_executions Pulls recent execution history with status search_workflows Keyword filter across all workflow names How it works The architecture is simple: Claude Desktop → mcp-remote → n8n MCP Server Trigger → Code nodes → n8n REST API Each of the 4 tools is a Code node that calls the n8n REST API internally using X-N8N-API-KEY authentication. The workflow: MCP Server Trigger — SSE endpoint that Claude connects to list_workflows — GET /api/v1/workflows?active=true run_workflow — POST /api/v1/workflows/{id}/run get_executions — GET /api/v1/executions?workflowId={id}&limit=N search_workflows — keyword filter on workflow names Credentials are stored in n8n Variables ( $vars.N8N_BASE_URL and $vars.N8N_API_KEY ) — never hardcoded. The Claude Desktop config { "mcpServers" : { "n8n" : { "command" : "npx" , "args" : [ "mcp-remote" , "https://your-n8n-instance.com/mcp/your-webhook-id/sse" ] } } } Restart Claude Desktop. Claude now has access to your n8n instance. R

Penumbra Ghost 2026-06-01 02:35 6 原文
AI 资讯 Dev.to

Your MCP servers can read your SSH keys. Anthropic just fixed that.

Every MCP server you run locally executes with your full filesystem and network permissions. That means the GitHub MCP server, the Slack one, that third-party tool you installed from npm last week — all of them can read your SSH keys, .env files, and credential stores by default. Anthropic just open-sourced the fix: sandbox-runtime , the sandboxing layer they built for Claude Code. One-line wrap, no Docker, OS-level enforcement. What actually changed srt (the Sandbox Runtime CLI) enforces filesystem and network restrictions on any process using native OS primitives: macOS : Uses sandbox-exec with dynamically generated Seatbelt profiles Linux : Uses bubblewrap for containerization + network namespace isolation Network filtering : HTTP/HTTPS traffic routes through an HTTP proxy; other TCP goes through SOCKS5 — both enforce your domain allowlists Install it: npm install -g @anthropic-ai/sandbox-runtime Wrap an MCP server in your .mcp.json — change command from npx to srt , move the rest to args : { "mcpServers" : { "filesystem" : { "command" : "srt" , "args" : [ "npx" , "-y" , "@modelcontextprotocol/server-filesystem" ] } } } Then configure what the process is actually allowed to touch in ~/.srt-settings.json : { "filesystem" : { "denyRead" : [ "~/.ssh" ], "allowWrite" : [ "." ], "denyWrite" : [ "~/sensitive-folder" ] }, "network" : { "allowedDomains" : [ "api.github.com" , "*.npmjs.org" ] } } The result: the MCP server can work in your project directory, talk to the domains it needs, and nothing else. Why this matters The threat model is real. An MCP server running compromised code — or simply a server with more ambient access than it needs — can exfiltrate your SSH keys, read your .env files, or phone home to arbitrary hosts. This isn't theoretical; it's the same class of supply-chain risk that exists for any untrusted npm package, except MCP servers are typically long-running processes with broad system access. srt is designed secure-by-default : processes start wit

Andrew Kew 2026-06-01 02:31 13 原文
AI 资讯 Dev.to

I Built an Autonomous RBI Regulatory Digest Agent with Hermes Agent

This is a submission for the Hermes Agent Challenge : Build With Hermes Agent The Problem Nobody Talks About Every time the Reserve Bank of India publishes a circular, somewhere inside an Indian bank, a compliance officer opens a PDF. They read it. They try to figure out what it means for their institution specifically. They write a summary email. They forward it to five department heads. They chase those department heads for two weeks to confirm it's been actioned. They build a spreadsheet to track all of this. And then the next circular drops and the cycle starts again. RBI publishes hundreds of circulars a year. SEBI publishes more. MCA publishes more still. Compliance teams at Indian banks are drowning — not because they're incompetent, but because the volume of regulatory output has outpaced any reasonable human ability to track it manually. The fine for missing a deadline isn't a polite reminder. It's a penalty notice. This is the problem I built for. What I Built RBI Regulatory Digest Agent — an autonomous multi-step agent powered by Hermes Agent that monitors RBI and SEBI publication feeds, reads every new circular, extracts structured action points from the regulatory text, and delivers a formatted intelligence report to compliance teams automatically. No human reads the circular first. No human decides what's important. No human routes it to the right department. The agent does all of that. The pipeline RBI/SEBI feeds → new circular detected → full text extracted → LLM analysis → structured action points → risk classification → HTML dashboard generated → email delivered Every action point extracted contains: What needs to be done — specific and actionable, not a vague summary Deadline — parsed from the circular text Responsible department — Credit, Compliance, Treasury, Operations, IT, Legal Evidence required — what documentation confirms completion Priority — Critical (overdue or <7 days), High, Medium, Low From a new circular to a structured compliance b

Kunal Pratap Singh 2026-06-01 02:30 12 原文