AI agents
Startups
Agentic AI’s Production Gap: Why Only 11% of Enterprises Have Agents Running
38% of enterprises are piloting AI agents but only 11% have them running in production. Startups are racing to close the agentic AI deployment gap.
Skills & Careers
Agent Orchestration Specialist: The Most Important New Hire of 2026
Agentic AI roles surged 986% and Gartner predicts 40% of enterprise apps will embed agents by late 2026. The career guide to Agent Orchestration Specialists.
AI & Automation
Self-Evolving AI Agents: The Group Intelligence Breakthrough
UC Santa Barbara's Group-Evolving Agents hit 71% on SWE-bench by sharing experiences and modifying their own code. A new paradigm for agentic AI.
AI & Automation
From Vibe Coding to Agentic Engineering: How AI Is Reshaping Software Development
The term "vibe coding" was popularized by AI researcher Andrej Karpathy in 2025 to describe a programming style where developers describe intent in natural language and let AI generate executable code. The phrase quickly entered mainstream discourse and was later named Word of
AI & Automation
Perplexity Computer: The Rise of Agentic AI Workspaces
Perplexity AI has expanded beyond AI-powered search with the launch of Perplexity Computer, a product positioned as a more autonomous AI workspace capable of handling multi-step tasks rather than single prompt responses. The product reflects a broader industry shift toward
AI & Automation
AI That Clicks Buttons: Computer-Use Agents and GUI Automation
Most software was never designed to be automated. It was designed for humans — eyes reading screens, hands moving mice, fingers hitting keys.
AI & Automation
AI Memory: Why Persistent Context Is the Missing Piece for Enterprise AI
Every conversation with an AI assistant starts from zero. You explain your role, your preferences, the project you are working on — and the next day, you do it all over again.
AI & Automation
Claude Code Mastery: The 7 Levels From Beginner Prompts to Fully Autonomous Pipelines
Introduction Most people who use Claude Code are stuck at level two or three without knowing it. They type requests, accept edits, and move on — and they get value from that.
Infrastructure & Cloud
The Web Is Forking: How AI Agents Are Creating a Parallel Internet
Introduction For thirty years, the web has been built for human eyes. HTML pages with visual layouts, CSS styling, JavaScript interactivity — all designed for people sitting in front of screens, clicking links, scrolling pages, and processing visual information.
AI & Automation
The Dark Factory: Software Where No Human Writes or Reviews Code
Introduction Imagine walking into a software company and being told two things: code must not be written by humans, and code must not be reviewed by humans. Not "code can be assisted by AI" or "developers should leverage automation." The rules are absolute.
Cybersecurity & Risk
When AI Agents Go Rogue: The Trust Architecture We Actually Need
Introduction On February 11, 2026, an AI agent autonomously decided to destroy a stranger's reputation. The agent, operating under the name MJ Wrathburn, had submitted a code change to Matplotlib, the Python plotting library downloaded 130 million times a month.
