AI Infrastructure

The MCP Registry: GitHub's Play to Become the App Store for AI Tools

GitHub's MCP Registry centralizes discovery of Model Context Protocol servers, positioning GitHub as the primary distribution layer for AI agent tooling and addressing the fragmentation that emerged as MCP's ecosystem exploded past 5,000 servers in under a year.

· 7 min read
Hardware

Microsoft's Data Storage That Lasts Millennia

Microsoft's Project Silica has demonstrated a way to encode terabytes of data into ordinary borosilicate glass using femtosecond lasers, with accelerated aging tests projecting data integrity for at least 10,000 years—at a fraction of previous costs.

· 8 min read
Software Engineering

The Trust Problem With AI Code Review

AI code review tools have a fundamental explainability problem: they flag issues—or miss them—without providing the reasoning chains developers need to make informed decisions. The data shows adoption is rising while trust is falling, and the gap between the two is where bugs and vulnerabilities accumulate.

· 9 min read
AI Models

Gemini 2.0 Pro's 2 Million Token Context: What Can You Actually Do With It?

Google's Gemini 2.0 Pro Experimental ships with a 2 million token context window—the largest among production-accessible models. Here's what practitioners have discovered works, what doesn't, and what the hard limits are.

· 9 min read
AI Industry

OpenAI's For-Profit Pivot: What It Means for the Future of AI

OpenAI completed its restructuring into a public benefit corporation in October 2025, removing its 100x investor profit cap, dropping 'safely' from its mission statement, and raising $40B from SoftBank—a philosophical shift with lasting implications for AI governance, safety priorities, and competitive dynamics.

· 8 min read
Open Source

The Fight to Keep Android Open

Google's 2026 developer verification mandate threatens the open-source Android ecosystem. A coalition of 37 organizations—including the EFF and F-Droid—is fighting back, as alternative app stores and privacy-focused Android forks face an existential challenge from Google's tightening grip on the platform.

· 8 min read
AI Engineering

Vibe Coding One Year Later: What Actually Survived

One year after Andrej Karpathy coined 'vibe coding,' the evidence is clear: rapid prototyping and non-developer productivity are genuine wins, but production security and organizational-level gains remain elusive. Here's what the data shows.

· 9 min read
AI Ethics

AI Pair Programming Is Creating a Junior Developer Crisis

AI coding tools accelerate experienced developers while quietly eroding the foundational skills junior developers need to grow. A convergence of studies, hiring data, and job market signals in 2025-2026 reveal a structural crisis forming in software engineering's talent pipeline.

· 8 min read
AI Ethics

Meta's AI Is Systematically Killing Your Agency

Meta is replacing user choice with algorithmic control at every level—from generative feeds that manufacture content to AI chatbots designed to substitute for human connection. This is not a bug; it is the business model.

· 7 min read
Security

I Found a Vulnerability, They Found a Lawyer

Legal threats against security researchers remain a pervasive problem that chills the disclosure of critical software flaws. When companies weaponize laws like the CFAA and DMCA against the people protecting the public, everyone loses.

· 7 min read
AI Industry

The AI Search Wars: Who's Winning Beyond Google?

The AI search landscape is rapidly evolving as challengers like Perplexity, ChatGPT Search, and Microsoft Copilot compete with Google's AI Overviews to reshape how we find information online.

· 7 min read
Security

AI Voice Cloning Is Making Phone Scams Undetectable

Real-time AI voice cloning technology has enabled a new wave of sophisticated phone scams that can impersonate loved ones with just seconds of audio, costing victims millions and challenging traditional fraud detection methods.

· 6 min read
Big Tech

Amazon Dethrones Walmart: What Being the World's Biggest Company Means for Tech

Amazon surpassed Walmart as the world's largest company by revenue in 2025, posting $716.9 billion in annual sales. Here's how AWS, AI, and automation powered a historic milestone that reshapes the global tech landscape.

· 7 min read
AI Engineering

Browser-Use Agents: AI That Browses Like a Human

A comprehensive guide to browser-use AI agents, exploring OpenAI Operator, Claude Computer Use, Browser-Use framework, and Google Project Mariner with benchmarks and capabilities.

· 8 min read
AI Tools

Claude Code Plugins: Anthropic's Official Plugin Ecosystem Explained

Anthropic launched an official plugin directory for Claude Code in early 2026, featuring 72+ plugins across 24 categories. These plugins extend Claude's capabilities through custom commands, agents, MCP servers, and skills—transforming it from a coding assistant into a multi-purpose AI agent platform.

· 8 min read