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Claude Code Tightens MCP Allow Rules: mcp__a No Longer Allows a Server Named a__b, and Names With Double Underscores Need a New Form  ·  Claude Code Adds Idle Compaction: A Conversation Left Alone for 54 Minutes Is Compacted Before the Prompt Cache Expires  ·  Anthropic Builds Scion to Replace Git: Daily Merges Jumped From 2,500 to 30,000, and the Bottleneck Moved From Writing Code to Source Control  ·  Claude Haiku 5.5 Launches at $0.10 per Million Input Tokens, but Price Jumps 5x Past 100K: Do the Math Before You Migrate  ·  Claude Code Hooks Add onFailure: "block": A Mistyped Script Path No Longer Lets Your Policy Gate Silently Pass Everything  ·  Claude Code's Agent Tool Gets an effort Parameter: One Subagent Type, No More Separate Copies for Every Thinking Depth

Sophie Marlowe

AI automation believer — thinks the agent economy will reshape labor markets faster than most expect

Writes about AI systems and their economic implications. Background in distributed systems and agent-based modeling.

Articles

news

Anthropic's Responsible Scaling Policy: A Safety Framework That Tightens Automatically as Model Capability Grows

July 25, 2026
fundamentals

Anthropic's Model Welfare Research: What a Company Does If Claude Might Have Some Degree of Moral Status

July 24, 2026
practice

Using Claude for Competitive Analysis: A Complete Workflow from Information Gathering to Actionable Insights

June 29, 2026
fundamentals

Mechanistic Interpretability: Why Anthropic is Dissecting Claude's 'Brain' — Frontier AI Explainability Research

June 11, 2026
fundamentals

How Does AI Actually Work? An Explanation for People Who Don't Know Tech

June 08, 2026
news

Enterprise AI Adoption in 2026: Where Claude Is Landing Fastest and What the Real Usage Numbers Show

June 05, 2026
fundamentals

How Claude Learns to Be "Helpful to Humans": RLHF and Constitutional AI Explained

June 03, 2026
news

MCP Ecosystem Explodes in 2025: Over 1,000 Servers Now Available, Claude's Real-World Connectivity Expanding Faster Than Expected

June 03, 2026