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Latest Articles
7 Questions for Assessing Cyber Resilience Act Codebase Readiness
5+ hour, 47+ min ago (539+ words) September is here, and for different people it means different things—kids begin their school years, teens are off to university, and manufacturers of products with digital elements that sell them in the European Union are getting ready for mandatory…...
Google Research Releases ToolGrad: Answer-First Framework Hits 99.8% Pass Rate for Tool-Use Data Generation
3+ hour, 22+ min ago (279+ words) Is it deployable? Yes. The code is Apache-2.0, the ToolGrad-500 dataset and the 1B, 4B, and 12B models are on Hugging Face, and there is a PyPI package. ToolGrad reverses the order. It first constructs a ground-truth tool-use chain by actually executing APIs,…...
Eclipse Foundation Releases Free Toolkit to Help SMEs Prepare for the EU Cyber Resilience Act
19+ hour, 23+ min ago (503+ words) The EU-funded OCCTET project delivers open source tools to help organisations identify software components, address vulnerabilities, and prepare compliance documentation ahead of the first CRA reporting deadline BRUSSELS, Sept. 10, 2026 (GLOBE NEWSWIRE) -- The Eclipse Foundation, one of the world’s largest open…...
I made my Apify Actor an AI agent tool, then read every byte it sent back
4+ hour, 16+ min ago (1045+ words) I have about thirty Actors on the Apify Store. Making one of them available to an AI agent through the Apify MCP server took me two minutes: add?actors=lergassy/jobs-api to the server URL and the Actor shows up…...
Give Claude or ChatGPT Real-Time Product Data via Apify's MCP Server (Full Setup Guide)
4+ hour, 28+ min ago (476+ words) This guide shows the exact setup: connecting Claude Desktop to Apify's MCP server, then pulling clean, structured product data through it — including a real example using an actor built specifically for this (Product Data for AI Shopping Agents). Open Claude…...
prefill and default look the same in Console. Only one of them lets an agent skip your required field.
4+ hour, 4+ min ago (1615+ words) I have 23 audit Actors on the Apify Store. They all do a version of the same thing: take a public record, check whether what it still claims is true, and write the verdict into a dataset. Last week I set…...
I Asked My AI Assistant to Automate Our Dev Marketing. Here Are the Mistakes It Made.
4+ hour, 16+ min ago (573+ words) Over the last 48 hours, while building out automated data scrapers on our cloud servers, I conducted an experiment: I asked my AI coding agent to help design and automate our technical marketing and build-in-public pipeline. If you read LinkedIn or…...
Two Sources of Truth Will Always Disagree
3+ hour, 58+ min ago (316+ words) Somewhere in your system the same fact is stored twice. A count in a column and the rows it is counting. A status on the order and a status on the payment. An email in the profile service and the…...
The shell step that could not fail no matter what we did to it
3+ hour, 51+ min ago (265+ words) Our integration suite had been green for eleven weeks. That is not a boast, it is the symptom. A colleague onboarding to the repo wrote a deliberately broken test to see what a failure looked like, pushed it, and the…...
OpenAI Launches Agents API to Streamline AI-Powered Cloud Agents
8+ hour, 21+ min ago (601+ words) Lawrence Jengar Sep 10, 2026 21:07 OpenAI's new Agents API enables developers to build scalable cloud agents with Codex-powered orchestration and tool capabilities. Key to the Agents API is its flexibility. Developers can deploy agents using OpenAI’s managed sandboxes or their own infrastructure,…...