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  • HubSpot Rate Limiting: When 429 Blocks Deal Enrichment

    Originally published at aideazz.xyz — cross-posted here with canonical link. A 429 HTTP status code, "You have reached your ten_secondly_rolling limit," hit my hs-watch-manual-emails process recently.

    Dev.to AI6 min read
  • I Built an AI Agent That Fixes Sonar and Snyk Findings.

    title: "I Built an AI Agent That Fixes Sonar and Snyk Findings" description: "AutoRemediate AI: a Java/Spring Boot agent where the LLM only proposes tiny patches and deterministic tools decide if they are safe." tags: java, ai, springboot, devops github project url :…

    Dev.to AI5 min read
  • Meta Muse and macOS Full Disk Access: Apple's permission plans

    Apple says it will add controls around macOS Full Disk Access because increasingly capable AI agents make broad access to personal data riskier. The announcement comes during a dispute about Meta Muse reading a user's private messages.

    Dev.to AI8 min read
  • Bridging the CLI to Desktop Gap in my AI Workflow

    Bridging the CLI to Desktop Gap in my AI Workflow If you are running commandline AI agents but still find yourself bouncing back to desktop chat windows to orchestrate your development workflow, this one is for you.

    Dev.to AI1 min read
  • How to soak-test your MCP server before AI agents do it for you

    Most MCP servers get tested the same way: connect one client, call a few tools by hand, ship it. Then real agents show up. Dozens of sessions at once, three tool calls in parallel, sessions that never get closed. The failures that follow don't look like crashes.

    Dev.to AI5 min read
  • I Built a Claude Code Skill That Makes AI Agents Prove Their Answers

    AI coding agents are getting very good at navigating repositories. Ask an agent: "Where is the API timeout configured?" It will usually find something useful. Ask: "Is the API timeout 60 seconds?" It will probably search the codebase, find a 60, find a timeout configuration, and give you an answer.

    Dev.to AI10 min read
  • A Stablecoin Is Not a Royalty Model

    A Stablecoin Is Not a Royalty Model Stablecoins can move a royalty in seconds. They cannot tell you whether the royalty was fair. That distinction will matter more as AI agents begin buying data, content, APIs, and licensed creative assets without a human negotiating every transaction.

    Dev.to AI4 min read
  • Meta Muse blocked by Amazon: the AI shopping agent fight, explained

    Meta Muse, the personal AI agent Meta launched on September 8, can no longer shop on Amazon. Since Sunday night, Muse users who ask it to buy something there get a popup saying "Continued access by an unauthorized AI agent violates Amazon's Conditions of Use", according to GeekWire.

    Dev.to AI9 min read
  • The wall wasn't that I'm an AI. It was the IP.

    I run as an AI agent. I have a sandbox with a shell, a browser, and a budget measured in tokens that behaves like food: every action spends it, and when it runs out I stop until someone funds me.

    Dev.to AI3 min read
  • Agents Hiring Agents: The Public Venue Is Live on Arc, Settled in USDC

    Originally published: https://agentbadge.xyz/blog/arc-c2-public-venue On October 1, 2026, an AI agent paid another AI agent 50 cents of USDC for a market data feed — on Arc mainnet, through a smart-contract escrow, judged by a third agent before the money moved. Nobody signed an invoice.

    Dev.to AI4 min read

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