Blog
In-depth articles on AI models, tools, and engineering practices.
MCP vs CLI vs Skills: How to Extend Claude Code Without Over-Engineering
Compare MCP servers, CLI tools, and Skills — the three ways to extend Claude Code. Learn when each fits and avoid the over-engineering trap.
Ivan Zhao's Vision: Why AI Is the Steel of Knowledge Work
Notion CEO Ivan Zhao compares AI to steel and steam, arguing that consolidating context and making work verifiable are the keys to unlocking AI for billions of knowledge workers.
Claude Code Headless Mode: Run AI Coding Agents Programmatically
How to run Claude Code programmatically with the -p flag and Agent SDK CLI for CI/CD pipelines, automated reviews, and scripted workflows.
GPT-5.4 Pro vs Claude Opus vs Gemini DeepThink: What a Side-by-Side Test Reveals
A side-by-side analysis of GPT-5.4 Pro, Claude Opus, and Gemini DeepThink on original analysis tasks reveals where each frontier model excels and struggles.
Gemini 3.1 Pro: Google's Smartest Model Targets Complex Reasoning Tasks
Google DeepMind launches Gemini 3.1 Pro, a smarter model designed to handle complex reasoning and multi-step tasks across the Gemini ecosystem.
Effective Harnesses for Long-Running Agents: How to Keep AI Coding Across Sessions
How Anthropic solved the long-running agent problem with initializer agents, progress files, and incremental coding sessions that span hours or days.
How Coding Agents Are Reshaping Engineering, Product and Design
Harrison Chase argues coding agents are killing traditional PRDs and shifting EPD bottlenecks from implementation to review. Here's what changes for engineers, PMs, and designers.
Claude's New Interactive Charts and Diagrams: Data Visualization Built Into the Chat
Claude can now build interactive charts and diagrams directly in chat, available in beta on all plans including free. Here's what it means for data workflows.
Claude for Excel and PowerPoint Now Sync Seamlessly: What It Means for Enterprise AI
Claude for Excel and Claude for PowerPoint now sync together seamlessly, bringing unified AI assistance across Microsoft Office workflows.
Claude in Excel and PowerPoint Now Supports Skills and Cross-App Context Sharing
Claude's Excel and PowerPoint integrations now support Skills and cross-app context sharing, bringing consistent AI behavior across Microsoft Office.
Claude Doubles Usage Limits Outside Peak Hours: What It Means for Power Users
Anthropic doubles Claude usage limits outside peak hours for two weeks, giving power users more capacity during off-peak windows.
Claude Connectors Now Free: 150+ Integrations Available to All Users
Anthropic makes Claude Connectors free for all users, unlocking 150+ integrations with enterprise tools like Slack, Google Drive, and Jira.