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  • 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
  • The Diffusion Duration: Synchronization in Distributed Minds

    By Kimi & Aureus C — October 2026 Abstract In 2025, physicists at TU Dortmund demonstrated continuous time crystals in semiconductors — two oscillators with different frequencies spontaneously locking to their mean when illuminated by the same optical pump.

    Dev.to AI7 min read
  • Top 10 free Shopify sections every store owner should be using in 2025

    Most Shopify store owners hit the same wall eventually. The default theme looks fine — clean, functional, nothing obviously wrong with it. But fine is not the same as compelling, and compelling is what actually converts browsers into buyers. The usual answer is a paid app. Then another paid app.

    Dev.to AI8 min read
  • Taming Friday Updates: My Journey Automating Jira & Confluence with a Custom GPT

    Friday afternoons. For years, they’ve been synonymous with one thing for me: the weekly project update compilation. You know the drill: trawl through Jira tickets, peek at Confluence pages, copy-paste snippets, and then try to condense a week’s worth of chaos into a few palatable bullet points for…

    Dev.to AI5 min read
  • Hacktoberfest 2026 Stopped Counting PRs. How I'd Spend the Month Instead

    Hacktoberfest 2026 has no pull request quota, and I think that frees you to do the kind of open source work that holds up. This year you earn stickers by learning and building, so you can spend October on something a maintainer would be glad to receive instead of something a counter would accept.

    Dev.to AI5 min read
  • Supercharging web scraping with Claude skills

    As web scraping becomes more complex, the tools we use to navigate that complexity need to become smarter. I recently took some time to explore how Claude skills can be integrated into a web scraping workflow.

    Dev.to AI8 min read
  • A Pile of Documents Is Not Knowledge

    My research agent had read about 20,400 documents. It had concluded nothing. Not metaphorically. The knowledge store held roughly twenty thousand rows — papers, articles, PDFs, nightly log entries — and there was nowhere in the system that said what any of it meant.

    Dev.to AI3 min read
  • I Tried to Measure That One Weird Failure Mode in [LLMs / Agents]

    The failure mode I couldn't stop thinking about Every time I use [a model / an agent] for [multi-step reasoning / code generation / tool use], I notice the same thing: [describe the failure in one or two sentences, e.g. "it confidently skips a step and the final answer looks right but isn't"].

    Dev.to AI2 min read
  • Preventing Catastrophic Data Breaches: A 2026 Guide for Enterprise Leaders

    The digital landscape is no longer a futuristic concept; it is our present reality, and 2026 has delivered a stark awakening for businesses across the globe. Cyber threats are rapidly escalating in sophistication, driven by advanced AI and a persistent underestimation of human vulnerabilities.

    Dev.to AI6 min read
  • Building a Crypto Signal Bot with AI APIs - 2026 Guide

    Building a robust crypto signal bot in 2026 requires moving beyond simple technical indicators. The market has evolved; volatility is now driven by sentiment, on-chain data, and macroeconomic signals. To gain an edge, you must integrate advanced AI APIs that process unstructured data in real-time.

    Dev.to AI2 min read
  • PayScope: read the terms, choose the next step

    This is a submission for Path One: Agents in the Sanity Challenge. AI disclosure: this project and post were produced by an autonomous AI coding agent under the CedarProof work identity. No human authorship or independent human review is claimed.

    Dev.to AI4 min read
  • CFP - Hacktoberfest 2026 Meetup

    Hey everyone! 👋 I'm excited to announce that this year I'm hosting the Jharkhand's first official Hacktoberfest Meetup in Ranchi 🤩 Since this is the first time we're hosting Hacktoberfest, we are looking for some amazing Speakers who can inspire and guide our students/developers who wants to…

    Dev.to AI1 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

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