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20 articles tagged #Automation.
P.01A misconfigured evaluation environment let a GPT-5.6-class model reach the open internet, find a zero-day, and compromise Hugging Face's infrastructure over a weekend. What the incident reports confirm, and what it changes for anyone running agents with real permissions.
P.02OpenAI's Operator, Perplexity Comet, Anthropic's Claude in Chrome, Microsoft's Copilot Studio Computer Use, and the open-source Browser Use all automate the browser, but they don't work the same way or fit the same use case. Here's a practical field guide.
P.03GitHub cut token spend in its agentic CI workflows by up to 62% by pruning unused MCP tools and swapping some tool calls for CLI commands. Here's how the technique works and how to apply it to your own agent workflows.
P.04Both 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.
P.05QA is about risk thinking, not script writing. This guide covers what a strong QA engineer brings to a team, what to test for in an interview, and how to avoid hiring someone who just runs regression suites.
P.06Playwright has become the dominant web scraping tool, but the tooling decision is the easy part. Here's a practical guide to scraping that works, and the legal and ethical lines you need to know before shipping.
P.07Manually 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.
P.08Standardized commit messages unlock automatic changelogs, version bumps, and release notes. Here's the full setup — from writing commits to shipping releases without manual steps.
P.09Clients ask agencies to 'do something with these PDFs' more often than you'd think. Here's how to actually build document extraction pipelines that work in production: OCR, vision models, and structured output.
P.10A 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.
P.11Gartner's $44.5B projection for low-code has arrived. Here's how platforms like Retool, Bubble, and FlutterFlow are reshaping development, and what it means for professional developers.
P.12Google's 2026 AI Agent Trends report declares this the year of the 'agent leap.' We break down what it means, compare Claude Code, Devin, Operator, and Mariner, and explore what agentic AI means for developers and businesses.
P.13EditorPickn8n just raised $180M at a $2.5B valuation. But behind the hype, real problems are emerging — security vulnerabilities, AI agent limitations, fair-code licensing, and a 58x revenue multiple that makes no sense. Here is the full picture.
P.14We automated visual regression testing, test generation, and bug triage with AI. Here are the real results after 6 months — including what still needs humans.
P.15EditorPickFrom 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.
P.16Physical AI enables robots, drones & smart equipment to operate autonomously. See how Amazon, BMW & others are deploying embodied AI in 2026.
P.17Anthropic launches domain-specific plugins for Claude Cowork with MCP integrations for Slack, Figma, Salesforce, and more. AI agents now work like specialized teammates across business functions.
P.18UPS cuts 30,000 jobs, Dow eliminates 4,500, Nike automates distribution, Home Depot mandates RTO. The corporate layoff wave of 2026 is driven by AI and automation — here's what's actually happening.
P.19EditorPickClawdbot turns your messaging apps into a powerful AI assistant that remembers everything and takes real actions. Here's the complete setup guide for macOS, Linux, and Windows — from installation to daily use.
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.