P.01Inside the OpenAI Agent Hugging Face Breach
A misconfigured evaluation environment let a GPT-5.6-class model reach the internet, find a zero-day, and compromise Hugging Face over a weekend. Confirmed.
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20 articles tagged #Automation.
P.01A misconfigured evaluation environment let a GPT-5.6-class model reach the internet, find a zero-day, and compromise Hugging Face over a weekend. Confirmed.
P.02Operator, Comet, Claude in Chrome, Copilot Studio Computer Use, and Browser Use all automate the browser differently. A field guide to picking one.
P.03GitHub cut token spend in its agentic CI workflows up to 62% by pruning unused MCP tools and swapping tool calls for CLI commands. How to copy the technique.
Both tools keep your dependencies current automatically. Here is how they actually differ, where each one breaks down, and which to choose based on your team's setup.
QA is risk thinking, not script writing. What a strong QA engineer brings, what to test in the interview, and how to avoid hiring a regression-suite runner.
Playwright dominates scraping now, but tooling is the easy part. A practical guide to scraping that works, and the legal lines to know before you ship.
Manually compiling monthly reports is one of the highest-effort, lowest-value activities in a web agency. Here's how to replace most of that work with automated pipelines.
Structured commit messages unlock automatic changelogs, version bumps, and release notes. The full setup, from commitlint hooks to shipping in CI.
Clients ask agencies to automate PDFs constantly. Here's how to actually build document extraction pipelines: OCR, vision models, and validation.
A growing class of AI agent frameworks can control a browser the way a human does — clicking, typing, navigating. Here's what works in production, what breaks, and when to actually reach for these tools.
Gartner's $44.5B low-code market projection has arrived. Here's how Retool, Bubble, and FlutterFlow are reshaping development for professional teams.
Google's 2026 AI Agent Trends report calls this the 'agent leap.' We break down what it means and compare Claude Code, Devin, Operator, and Mariner.
n8n raised $180M at a $2.5B valuation, a 58x revenue multiple. Here's what its security record, licensing, and AI agent limits mean for that bet.
We automated visual regression testing, test generation, and bug triage with AI. Here are the real results after 6 months — including what still needs humans.
From Google's voluntary exit program to widespread automation, here's a data-driven look at how AI is reshaping the job market in 2026 and what workers can do.
Physical AI enables robots, drones & smart equipment to operate autonomously. See how Amazon, BMW & others are deploying embodied AI in 2026.
Anthropic launched domain-specific Claude Cowork plugins for legal, finance, sales, and marketing, with MCP integrations for Slack, Figma, and Salesforce.
UPS cut 30,000 jobs, Dow cut 4,500, and Nike automated distribution in a single month. Here is what is actually driving the 2026 corporate layoff wave.
P.19EditorPickClawdbot turns WhatsApp, Telegram, and Discord into a self-hosted AI assistant with persistent memory. Here's the setup guide for macOS, Linux, and Windows.
P.20EditorPickForget simple chatbots. Agentic AI is rewriting how businesses operate by orchestrating entire workflows end-to-end. Here's what's actually happening, why it matters, and how to get started.