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  • 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
  • Estimate your AI feature's model bill before you build it

    Most AI MVP budgets I see cover the build and forget the monthly line. That line is the model bill, and at a few thousand users it can pass what the build cost. One formula gets you a usable estimate.

    Dev.to AI2 min read
  • Agent security moves out of the agent itself

    Control leaves the process NVIDIA presented the Open Agent Safety Platform on September 28, and the design decision is the news. The runtime is called OpenShell, it is open source, and it already supports Codex, Claude Code, Pi and Hermes.

    Dev.to AI5 min read
  • Building a Crypto Signal Bot with AI APIs - 2026 Guide

    The landscape of algorithmic trading has shifted dramatically. By 2026, the barrier to entry for high-frequency, sentiment-aware trading strategies has lowered significantly thanks to the maturation of Large Language Models (LLMs) and specialized financial AI APIs.

    Dev.to AI2 min read
  • Green Forger: La Comunidad Tech Hispana que Quiere Dominar la IA

    ¿Qué es Green Forger? Green Forger es una comunidad tech en habla hispana fundada el 28 de septiembre de 2026 con una misión que no tiene vuelta atrás: "Dominar la inteligencia artificial antes de que ella nos domine." Somos un espacio donde desarrolladores, creadores y visionarios se unen para…

    Dev.to AI1 min read

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